Pandas Profiling Report

Dataset statistics

Number of variables	29
Number of observations	131
Missing cells	168
Missing cells (%)	4.4%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	29.8 KiB
Average record size in memory	233.0 B

Variable types

Numeric	9
Categorical	20

Alerts

`airdate` has constant value "2020-12-10"	Constant
`url` has a high cardinality: 131 distinct values	High cardinality
`name` has a high cardinality: 90 distinct values	High cardinality
`_embedded_show_url` has a high cardinality: 84 distinct values	High cardinality
`_embedded_show_name` has a high cardinality: 83 distinct values	High cardinality
`_embedded_show_premiered` has a high cardinality: 63 distinct values	High cardinality
`_embedded_show_officialSite` has a high cardinality: 75 distinct values	High cardinality
`_embedded_show_summary` has a high cardinality: 70 distinct values	High cardinality
`_links_self_href` has a high cardinality: 131 distinct values	High cardinality
`runtime` is highly correlated with `_embedded_show_runtime` and 1 other fields	High correlation
`_embedded_show_runtime` is highly correlated with `runtime` and 1 other fields	High correlation
`_embedded_show_averageRuntime` is highly correlated with `runtime` and 1 other fields	High correlation
`season` is highly correlated with `number`	High correlation
`number` is highly correlated with `season` and 2 other fields	High correlation
`runtime` is highly correlated with `number` and 2 other fields	High correlation
`_embedded_show_runtime` is highly correlated with `number` and 2 other fields	High correlation
`_embedded_show_averageRuntime` is highly correlated with `runtime` and 1 other fields	High correlation
`runtime` is highly correlated with `_embedded_show_runtime` and 1 other fields	High correlation
`_embedded_show_runtime` is highly correlated with `runtime` and 1 other fields	High correlation
`_embedded_show_averageRuntime` is highly correlated with `runtime` and 1 other fields	High correlation
`name` is highly correlated with `_embedded_show_officialSite` and 7 other fields	High correlation
`_embedded_show_officialSite` is highly correlated with `name` and 15 other fields	High correlation
`_embedded_show_ended` is highly correlated with `_embedded_show_officialSite` and 6 other fields	High correlation
`_embedded_show_name` is highly correlated with `name` and 15 other fields	High correlation
`summary` is highly correlated with `airdate` and 1 other fields	High correlation
`_embedded_show_summary` is highly correlated with `_embedded_show_officialSite` and 11 other fields	High correlation
`_embedded_show_genres` is highly correlated with `_embedded_show_officialSite` and 9 other fields	High correlation
`type` is highly correlated with `name` and 6 other fields	High correlation
`_embedded_show_type` is highly correlated with `_embedded_show_officialSite` and 7 other fields	High correlation
`airdate` is highly correlated with `name` and 16 other fields	High correlation
`airtime` is highly correlated with `_embedded_show_officialSite` and 6 other fields	High correlation
`_embedded_show_status` is highly correlated with `_embedded_show_officialSite` and 7 other fields	High correlation
`_embedded_show_premiered` is highly correlated with `name` and 12 other fields	High correlation
`image` is highly correlated with `name` and 16 other fields	High correlation
`_embedded_show_url` is highly correlated with `name` and 15 other fields	High correlation
`_embedded_show_language` is highly correlated with `_embedded_show_officialSite` and 5 other fields	High correlation
`_embedded_show_dvdCountry` is highly correlated with `name` and 8 other fields	High correlation
`airstamp` is highly correlated with `_embedded_show_officialSite` and 6 other fields	High correlation
`id` is highly correlated with `season` and 13 other fields	High correlation
`name` is highly correlated with `season` and 19 other fields	High correlation
`season` is highly correlated with `id` and 12 other fields	High correlation
`number` is highly correlated with `name` and 12 other fields	High correlation
`type` is highly correlated with `name` and 7 other fields	High correlation
`airtime` is highly correlated with `airstamp` and 10 other fields	High correlation
`airstamp` is highly correlated with `name` and 15 other fields	High correlation
`runtime` is highly correlated with `name` and 14 other fields	High correlation
`image` is highly correlated with `id` and 22 other fields	High correlation
`summary` is highly correlated with `name` and 6 other fields	High correlation
`_embedded_show_id` is highly correlated with `id` and 19 other fields	High correlation
`_embedded_show_url` is highly correlated with `id` and 23 other fields	High correlation
`_embedded_show_name` is highly correlated with `id` and 23 other fields	High correlation
`_embedded_show_type` is highly correlated with `name` and 17 other fields	High correlation
`_embedded_show_language` is highly correlated with `id` and 16 other fields	High correlation
`_embedded_show_genres` is highly correlated with `id` and 21 other fields	High correlation
`_embedded_show_status` is highly correlated with `name` and 16 other fields	High correlation
`_embedded_show_runtime` is highly correlated with `name` and 16 other fields	High correlation
`_embedded_show_averageRuntime` is highly correlated with `name` and 16 other fields	High correlation
`_embedded_show_premiered` is highly correlated with `id` and 23 other fields	High correlation
`_embedded_show_ended` is highly correlated with `id` and 14 other fields	High correlation
`_embedded_show_officialSite` is highly correlated with `id` and 23 other fields	High correlation
`_embedded_show_weight` is highly correlated with `id` and 16 other fields	High correlation
`_embedded_show_dvdCountry` is highly correlated with `id` and 7 other fields	High correlation
`_embedded_show_summary` is highly correlated with `id` and 22 other fields	High correlation
`_embedded_show_updated` is highly correlated with `id` and 14 other fields	High correlation
`runtime` has 18 (13.7%) missing values	Missing
`image` has 87 (66.4%) missing values	Missing
`_embedded_show_runtime` has 50 (38.2%) missing values	Missing
`_embedded_show_averageRuntime` has 12 (9.2%) missing values	Missing
`url` is uniformly distributed	Uniform
`image` is uniformly distributed	Uniform
`_links_self_href` is uniformly distributed	Uniform
`id` has unique values	Unique
`url` has unique values	Unique
`_links_self_href` has unique values	Unique

Reproduction

Analysis started	2022-05-10 02:05:48.372136
Analysis finished	2022-05-10 02:07:22.487441
Duration	1 minute and 34.12 seconds
Software version	pandas-profiling v3.2.0
Download configuration	config.json

id
Real number (ℝ_≥0)

HIGH CORRELATION
UNIQUE

Distinct	131
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	2008909.191

Minimum	1864578
Maximum	2289377
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1864578
5-th percentile	1956709
Q1	1976757
median	1983983
Q3	2001575
95-th percentile	2182839.5
Maximum	2289377
Range	424799
Interquartile range (IQR)	24818

Descriptive statistics

Standard deviation	69183.17135
Coefficient of variation (CV)	0.03443817753
Kurtosis	5.390222214
Mean	2008909.191
Median Absolute Deviation (MAD)	14546
Skewness	2.317737743
Sum	263167104
Variance	4786311198
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1993635	1	0.8%
2011353	1	0.8%
2000054	1	0.8%
2000053	1	0.8%
2000052	1	0.8%
2000051	1	0.8%
2000050	1	0.8%
2000049	1	0.8%
2000048	1	0.8%
1990900	1	0.8%
Other values (121)	121	92.4%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1864578	1	0.8%
1944215	1	0.8%
1945915	1	0.8%
1950366	1	0.8%
1953518	1	0.8%
1953519	1	0.8%
1954454	1	0.8%
1958964	1	0.8%
1958965	1	0.8%
1960727	1	0.8%

Value	Count	Frequency (%)
2289377	1	0.8%
2289322	1	0.8%
2228708	1	0.8%
2205973	1	0.8%
2205972	1	0.8%
2197280	1	0.8%
2189552	1	0.8%
2176127	1	0.8%
2176126	1	0.8%
2169852	1	0.8%

url
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	131
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

https://www.tvmaze.com/episodes/1993635/azbuki-smesarikov-16x07-podarok	1
https://www.tvmaze.com/episodes/2011353/my-wonderful-roommate-2x08-how-to-reject-male-friends-mind	1
https://www.tvmaze.com/episodes/2000054/ultimate-note-1x07-episode-7	1
https://www.tvmaze.com/episodes/2000053/ultimate-note-1x06-episode-6	1
https://www.tvmaze.com/episodes/2000052/ultimate-note-1x05-episode-5	1
Other values (126)	126

Length

Max length	126
Median length	104
Mean length	77.36641221
Min length	58

Characters and Unicode

Total characters	10135
Distinct characters	40
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	131 ?
Unique (%)	100.0%

Sample

1st row	https://www.tvmaze.com/episodes/1993635/azbuki-smesarikov-16x07-podarok
2nd row	https://www.tvmaze.com/episodes/1988858/sim-for-you-4x20-chanyeols-episode-20
3rd row	https://www.tvmaze.com/episodes/1983840/troe-iz-prostokvasino-s02-special-alenkij-cvetocek
4th row	https://www.tvmaze.com/episodes/1963997/257-pricin-ctoby-zit-2x07-seria-20
5th row	https://www.tvmaze.com/episodes/2053349/ispoved-1x07-irina-bezrukova

Common Values

Value	Count	Frequency (%)
https://www.tvmaze.com/episodes/1993635/azbuki-smesarikov-16x07-podarok	1	0.8%
https://www.tvmaze.com/episodes/2011353/my-wonderful-roommate-2x08-how-to-reject-male-friends-mind	1	0.8%
https://www.tvmaze.com/episodes/2000054/ultimate-note-1x07-episode-7	1	0.8%
https://www.tvmaze.com/episodes/2000053/ultimate-note-1x06-episode-6	1	0.8%
https://www.tvmaze.com/episodes/2000052/ultimate-note-1x05-episode-5	1	0.8%
https://www.tvmaze.com/episodes/2000051/ultimate-note-1x04-episode-4	1	0.8%
https://www.tvmaze.com/episodes/2000050/ultimate-note-1x03-episode-3	1	0.8%
https://www.tvmaze.com/episodes/2000049/ultimate-note-1x02-episode-2	1	0.8%
https://www.tvmaze.com/episodes/2000048/ultimate-note-1x01-episode-1	1	0.8%
https://www.tvmaze.com/episodes/1990900/nimra-etnin-1x07-late-night	1	0.8%
Other values (121)	121	92.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://www.tvmaze.com/episodes/1993635/azbuki-smesarikov-16x07-podarok	1	0.8%
https://www.tvmaze.com/episodes/2032523/shikol-1x05-episode-5	1	0.8%
https://www.tvmaze.com/episodes/1983840/troe-iz-prostokvasino-s02-special-alenkij-cvetocek	1	0.8%
https://www.tvmaze.com/episodes/1963997/257-pricin-ctoby-zit-2x07-seria-20	1	0.8%
https://www.tvmaze.com/episodes/2053349/ispoved-1x07-irina-bezrukova	1	0.8%
https://www.tvmaze.com/episodes/1960727/psih-1x06-opustosenie	1	0.8%
https://www.tvmaze.com/episodes/1954454/serlok-v-rossii-1x08-serdce-holmsa-ii	1	0.8%
https://www.tvmaze.com/episodes/1981561/volk-1x03-seria-03	1	0.8%
https://www.tvmaze.com/episodes/1981562/volk-1x04-seria-04	1	0.8%
https://www.tvmaze.com/episodes/1986872/kotiki-1x09-seria-9	1	0.8%
Other values (121)	121	92.4%

Most occurring characters

Value	Count	Frequency (%)
e	828	8.2%
-	768	7.6%
/	655	6.5%
s	653	6.4%
t	596	5.9%
o	572	5.6%
w	432	4.3%
i	421	4.2%
a	412	4.1%
p	383	3.8%
Other values (30)	4415	43.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	6817	67.3%
Decimal Number	1502	14.8%
Other Punctuation	1048	10.3%
Dash Punctuation	768	7.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	828	12.1%
s	653	9.6%
t	596	8.7%
o	572	8.4%
w	432	6.3%
i	421	6.2%
a	412	6.0%
p	383	5.6%
m	375	5.5%
d	296	4.3%
Other values (16)	1849	27.1%

Decimal Number

Value	Count	Frequency (%)
1	313	20.8%
0	231	15.4%
2	202	13.4%
9	176	11.7%
3	109	7.3%
8	104	6.9%
5	103	6.9%
7	97	6.5%
4	87	5.8%
6	80	5.3%

Other Punctuation

Value	Count	Frequency (%)
/	655	62.5%
.	262	25.0%
:	131	12.5%

Dash Punctuation

Value	Count	Frequency (%)
-	768	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6817	67.3%
Common	3318	32.7%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	828	12.1%
s	653	9.6%
t	596	8.7%
o	572	8.4%
w	432	6.3%
i	421	6.2%
a	412	6.0%
p	383	5.6%
m	375	5.5%
d	296	4.3%
Other values (16)	1849	27.1%

Common

Value	Count	Frequency (%)
-	768	23.1%
/	655	19.7%
1	313	9.4%
.	262	7.9%
0	231	7.0%
2	202	6.1%
9	176	5.3%
:	131	3.9%
3	109	3.3%
8	104	3.1%
Other values (4)	367	11.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	10135	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
e	828	8.2%
-	768	7.6%
/	655	6.5%
s	653	6.4%
t	596	5.9%
o	572	5.6%
w	432	4.3%
i	421	4.2%
a	412	4.1%
p	383	3.8%
Other values (30)	4415	43.6%

name
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	90
Distinct (%)	68.7%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Episode 1	7
Episode 6	6
Episode 4	6
Episode 3	6
Episode 2	5
Other values (85)	101

Length

Max length	76
Median length	69
Mean length	17.2519084
Min length	7

Characters and Unicode

Total characters	2260
Distinct characters	131
Distinct categories	10 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	74 ?
Unique (%)	56.5%

Sample

1st row	Подарок
2nd row	Chanyeol's Episode 20
3rd row	Аленький цветочек
4th row	Серия 20
5th row	Ирина Безрукова

Common Values

Value	Count	Frequency (%)
Episode 1	7	5.3%
Episode 6	6	4.6%
Episode 4	6	4.6%
Episode 3	6	4.6%
Episode 2	5	3.8%
Episode 20	3	2.3%
Episode 7	3	2.3%
Episode 5	3	2.3%
Episode 10	3	2.3%
Episode 8	3	2.3%
Other values (80)	86	65.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
episode	61	14.6%
1	12	2.9%
ho	9	2.1%
and	7	1.7%
4	7	1.7%
	7	1.7%
2	7	1.7%
3	7	1.7%
6	6	1.4%
20	5	1.2%
Other values (224)	291	69.5%

Most occurring characters

Value	Count	Frequency (%)
	288	12.7%
e	154	6.8%
o	134	5.9%
i	131	5.8%
s	103	4.6%
a	99	4.4%
d	93	4.1%
E	78	3.5%
p	77	3.4%
r	67	3.0%
Other values (121)	1036	45.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1433	63.4%
Uppercase Letter	365	16.2%
Space Separator	288	12.7%
Decimal Number	123	5.4%
Other Punctuation	40	1.8%
Dash Punctuation	4	0.2%
Open Punctuation	2	0.1%
Close Punctuation	2	0.1%
Math Symbol	2	0.1%
Other Symbol	1	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	154	10.7%
o	134	9.4%
i	131	9.1%
s	103	7.2%
a	99	6.9%
d	93	6.5%
p	77	5.4%
r	67	4.7%
n	54	3.8%
t	52	3.6%
Other values (48)	469	32.7%

Uppercase Letter

Value	Count	Frequency (%)
E	78	21.4%
H	24	6.6%
T	19	5.2%
C	17	4.7%
M	16	4.4%
A	16	4.4%
S	14	3.8%
F	12	3.3%
L	12	3.3%
R	11	3.0%
Other values (37)	146	40.0%

Decimal Number

Value	Count	Frequency (%)
1	26	21.1%
2	25	20.3%
0	19	15.4%
3	12	9.8%
4	11	8.9%
6	9	7.3%
5	6	4.9%
9	6	4.9%
8	5	4.1%
7	4	3.3%

Other Punctuation

Value	Count	Frequency (%)
:	8	20.0%
,	8	20.0%
!	6	15.0%
'	5	12.5%
?	5	12.5%
&	2	5.0%
"	2	5.0%
.	2	5.0%
/	1	2.5%
#	1	2.5%

Space Separator

Value	Count	Frequency (%)
	288	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	4	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	2	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	2	100.0%

Math Symbol

Value	Count	Frequency (%)
\|	2	100.0%

Other Symbol

Value	Count	Frequency (%)
№	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1486	65.8%
Common	462	20.4%
Cyrillic	312	13.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	154	10.4%
o	134	9.0%
i	131	8.8%
s	103	6.9%
a	99	6.7%
d	93	6.3%
E	78	5.2%
p	77	5.2%
r	67	4.5%
n	54	3.6%
Other values (43)	496	33.4%

Cyrillic

Value	Count	Frequency (%)
е	24	7.7%
н	22	7.1%
о	22	7.1%
а	20	6.4%
и	19	6.1%
л	14	4.5%
р	13	4.2%
к	12	3.8%
д	12	3.8%
с	11	3.5%
Other values (42)	143	45.8%

Common

Value	Count	Frequency (%)
	288	62.3%
1	26	5.6%
2	25	5.4%
0	19	4.1%
3	12	2.6%
4	11	2.4%
6	9	1.9%
:	8	1.7%
,	8	1.7%
5	6	1.3%
Other values (16)	50	10.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1943	86.0%
Cyrillic	312	13.8%
None	4	0.2%
Letterlike Symbols	1	< 0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	288	14.8%
e	154	7.9%
o	134	6.9%
i	131	6.7%
s	103	5.3%
a	99	5.1%
d	93	4.8%
E	78	4.0%
p	77	4.0%
r	67	3.4%
Other values (64)	719	37.0%

Cyrillic

Value	Count	Frequency (%)
е	24	7.7%
н	22	7.1%
о	22	7.1%
а	20	6.4%
и	19	6.1%
л	14	4.5%
р	13	4.2%
к	12	3.8%
д	12	3.8%
с	11	3.5%
Other values (42)	143	45.8%

None

Value	Count	Frequency (%)
ö	1	25.0%
ü	1	25.0%
ó	1	25.0%
å	1	25.0%

Letterlike Symbols

Value	Count	Frequency (%)
№	1	100.0%

season
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	15
Distinct (%)	11.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	156.7480916

Minimum	1
Maximum	2020
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	1
median	1
Q3	2
95-th percentile	2020
Maximum	2020
Range	2019
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	537.7449545
Coefficient of variation (CV)	3.430631588
Kurtosis	8.547486454
Mean	156.7480916
Median Absolute Deviation (MAD)	0
Skewness	3.227238549
Sum	20534
Variance	289169.6361
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=15)

Value	Count	Frequency (%)
1	87	66.4%
2	13	9.9%
2020	10	7.6%
3	7	5.3%
4	4	3.1%
16	1	0.8%
10	1	0.8%
5	1	0.8%
8	1	0.8%
54	1	0.8%
Other values (5)	5	3.8%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	87	66.4%
2	13	9.9%
3	7	5.3%
4	4	3.1%
5	1	0.8%
6	1	0.8%
7	1	0.8%
8	1	0.8%
9	1	0.8%
10	1	0.8%

Value	Count	Frequency (%)
2020	10	7.6%
54	1	0.8%
51	1	0.8%
18	1	0.8%
16	1	0.8%
10	1	0.8%
9	1	0.8%
8	1	0.8%
7	1	0.8%
6	1	0.8%

number
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION

Distinct	42
Distinct (%)	32.3%
Missing	1
Missing (%)	0.8%
Infinite	0
Infinite (%)	0.0%
Mean	24.69230769

Minimum	1
Maximum	337
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1
5-th percentile	1
Q1	4
median	7
Q3	18.5
95-th percentile	105.6
Maximum	337
Range	336
Interquartile range (IQR)	14.5

Descriptive statistics

Standard deviation	57.41591036
Coefficient of variation (CV)	2.325254937
Kurtosis	19.66010424
Mean	24.69230769
Median Absolute Deviation (MAD)	4
Skewness	4.355392498
Sum	3210
Variance	3296.586762
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
1	12	9.2%
6	11	8.4%
4	11	8.4%
7	10	7.6%
3	9	6.9%
2	8	6.1%
8	7	5.3%
9	7	5.3%
5	7	5.3%
20	4	3.1%
Other values (32)	44	33.6%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	12	9.2%
2	8	6.1%
3	9	6.9%
4	11	8.4%
5	7	5.3%
6	11	8.4%
7	10	7.6%
8	7	5.3%
9	7	5.3%
10	4	3.1%

Value	Count	Frequency (%)
337	1	0.8%
336	1	0.8%
298	1	0.8%
297	1	0.8%
149	1	0.8%
119	1	0.8%
111	1	0.8%
99	1	0.8%
83	1	0.8%
63	1	0.8%

type
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

regular	130
significant_special	1

Length

Max length	19
Median length	7
Mean length	7.091603053
Min length	7

Characters and Unicode

Total characters	929
Distinct characters	14
Distinct categories	2 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.8%

Sample

1st row	regular
2nd row	regular
3rd row	significant_special
4th row	regular
5th row	regular

Common Values

Value	Count	Frequency (%)
regular	130	99.2%
significant_special	1	0.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
regular	130	99.2%
significant_special	1	0.8%

Most occurring characters

Value	Count	Frequency (%)
r	260	28.0%
a	132	14.2%
e	131	14.1%
g	131	14.1%
l	131	14.1%
u	130	14.0%
i	4	0.4%
s	2	0.2%
n	2	0.2%
c	2	0.2%
Other values (4)	4	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	928	99.9%
Connector Punctuation	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
r	260	28.0%
a	132	14.2%
e	131	14.1%
g	131	14.1%
l	131	14.1%
u	130	14.0%
i	4	0.4%
s	2	0.2%
n	2	0.2%
c	2	0.2%
Other values (3)	3	0.3%

Connector Punctuation

Value	Count	Frequency (%)
_	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	928	99.9%
Common	1	0.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
r	260	28.0%
a	132	14.2%
e	131	14.1%
g	131	14.1%
l	131	14.1%
u	130	14.0%
i	4	0.4%
s	2	0.2%
n	2	0.2%
c	2	0.2%
Other values (3)	3	0.3%

Common

Value	Count	Frequency (%)
_	1	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	929	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
r	260	28.0%
a	132	14.2%
e	131	14.1%
g	131	14.1%
l	131	14.1%
u	130	14.0%
i	4	0.4%
s	2	0.2%
n	2	0.2%
c	2	0.2%
Other values (4)	4	0.4%

airdate
Categorical

CONSTANT
HIGH CORRELATION
REJECTED

Distinct	1
Distinct (%)	0.8%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

2020-12-10	131

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	1310
Distinct characters	4
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	2020-12-10
2nd row	2020-12-10
3rd row	2020-12-10
4th row	2020-12-10
5th row	2020-12-10

Common Values

Value	Count	Frequency (%)
2020-12-10	131	100.0%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
2020-12-10	131	100.0%

Most occurring characters

Value	Count	Frequency (%)
2	393	30.0%
0	393	30.0%
-	262	20.0%
1	262	20.0%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1048	80.0%
Dash Punctuation	262	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	393	37.5%
0	393	37.5%
1	262	25.0%

Dash Punctuation

Value	Count	Frequency (%)
-	262	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1310	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	393	30.0%
0	393	30.0%
-	262	20.0%
1	262	20.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1310	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	393	30.0%
0	393	30.0%
-	262	20.0%
1	262	20.0%

airtime
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	14
Distinct (%)	10.7%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

nan	102
20:00	9
12:00	5
21:00	3
06:00	2
Other values (9)	10

Length

Max length	5
Median length	3
Mean length	3.442748092
Min length	3

Characters and Unicode

Total characters	451
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	6.1%

Sample

1st row	08:10
2nd row	06:00
3rd row	nan
4th row	nan
5th row	12:00

Common Values

Value	Count	Frequency (%)
nan	102	77.9%
20:00	9	6.9%
12:00	5	3.8%
21:00	3	2.3%
06:00	2	1.5%
11:00	2	1.5%
08:10	1	0.8%
17:35	1	0.8%
17:00	1	0.8%
20:20	1	0.8%
Other values (4)	4	3.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nan	102	77.9%
20:00	9	6.9%
12:00	5	3.8%
21:00	3	2.3%
06:00	2	1.5%
11:00	2	1.5%
08:10	1	0.8%
17:35	1	0.8%
17:00	1	0.8%
20:20	1	0.8%
Other values (4)	4	3.1%

Most occurring characters

Value	Count	Frequency (%)
n	204	45.2%
a	102	22.6%
0	69	15.3%
:	29	6.4%
2	19	4.2%
1	18	4.0%
6	2	0.4%
8	2	0.4%
7	2	0.4%
9	2	0.4%
Other values (2)	2	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	306	67.8%
Decimal Number	116	25.7%
Other Punctuation	29	6.4%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	69	59.5%
2	19	16.4%
1	18	15.5%
6	2	1.7%
8	2	1.7%
7	2	1.7%
9	2	1.7%
3	1	0.9%
5	1	0.9%

Lowercase Letter

Value	Count	Frequency (%)
n	204	66.7%
a	102	33.3%

Other Punctuation

Value	Count	Frequency (%)
:	29	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	306	67.8%
Common	145	32.2%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	69	47.6%
:	29	20.0%
2	19	13.1%
1	18	12.4%
6	2	1.4%
8	2	1.4%
7	2	1.4%
9	2	1.4%
3	1	0.7%
5	1	0.7%

Latin

Value	Count	Frequency (%)
n	204	66.7%
a	102	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	451	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	204	45.2%
a	102	22.6%
0	69	15.3%
:	29	6.4%
2	19	4.2%
1	18	4.0%
6	2	0.4%
8	2	0.4%
7	2	0.4%
9	2	0.4%
Other values (2)	2	0.4%

airstamp
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	20
Distinct (%)	15.3%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

2020-12-10T12:00:00+00:00	56
2020-12-10T17:00:00+00:00	17
2020-12-10T04:00:00+00:00	14
2020-12-10T00:00:00+00:00	8
2020-12-10T11:00:00+00:00	7
Other values (15)	29

Length

Max length	25
Median length	25
Mean length	25
Min length	25

Characters and Unicode

Total characters	3275
Distinct characters	14
Distinct categories	5 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	8 ?
Unique (%)	6.1%

Sample

1st row	2020-12-09T20:10:00+00:00
2nd row	2020-12-09T21:00:00+00:00
3rd row	2020-12-10T00:00:00+00:00
4th row	2020-12-10T00:00:00+00:00
5th row	2020-12-10T00:00:00+00:00

Common Values

Value	Count	Frequency (%)
2020-12-10T12:00:00+00:00	56	42.7%
2020-12-10T17:00:00+00:00	17	13.0%
2020-12-10T04:00:00+00:00	14	10.7%
2020-12-10T00:00:00+00:00	8	6.1%
2020-12-10T11:00:00+00:00	7	5.3%
2020-12-10T06:00:00+00:00	7	5.3%
2020-12-10T14:00:00+00:00	3	2.3%
2020-12-10T13:00:00+00:00	3	2.3%
2020-12-10T09:00:00+00:00	2	1.5%
2020-12-10T10:00:00+00:00	2	1.5%
Other values (10)	12	9.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2020-12-10t12:00:00+00:00	56	42.7%
2020-12-10t17:00:00+00:00	17	13.0%
2020-12-10t04:00:00+00:00	14	10.7%
2020-12-10t00:00:00+00:00	8	6.1%
2020-12-10t11:00:00+00:00	7	5.3%
2020-12-10t06:00:00+00:00	7	5.3%
2020-12-10t14:00:00+00:00	3	2.3%
2020-12-10t13:00:00+00:00	3	2.3%
2020-12-10t05:00:00+00:00	2	1.5%
2020-12-10t08:00:00+00:00	2	1.5%
Other values (10)	12	9.2%

Most occurring characters

Value	Count	Frequency (%)
0	1488	45.4%
2	453	13.8%
:	393	12.0%
1	358	10.9%
-	262	8.0%
T	131	4.0%
+	131	4.0%
7	18	0.5%
4	17	0.5%
6	7	0.2%
Other values (4)	17	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	2358	72.0%
Other Punctuation	393	12.0%
Dash Punctuation	262	8.0%
Uppercase Letter	131	4.0%
Math Symbol	131	4.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	1488	63.1%
2	453	19.2%
1	358	15.2%
7	18	0.8%
4	17	0.7%
6	7	0.3%
3	5	0.2%
5	5	0.2%
9	4	0.2%
8	3	0.1%

Other Punctuation

Value	Count	Frequency (%)
:	393	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	262	100.0%

Uppercase Letter

Value	Count	Frequency (%)
T	131	100.0%

Math Symbol

Value	Count	Frequency (%)
+	131	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	3144	96.0%
Latin	131	4.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	1488	47.3%
2	453	14.4%
:	393	12.5%
1	358	11.4%
-	262	8.3%
+	131	4.2%
7	18	0.6%
4	17	0.5%
6	7	0.2%
3	5	0.2%
Other values (3)	12	0.4%

Latin

Value	Count	Frequency (%)
T	131	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3275	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	1488	45.4%
2	453	13.8%
:	393	12.0%
1	358	10.9%
-	262	8.0%
T	131	4.0%
+	131	4.0%
7	18	0.5%
4	17	0.5%
6	7	0.2%
Other values (4)	17	0.5%

runtime
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	44
Distinct (%)	38.9%
Missing	18
Missing (%)	13.7%
Infinite	0
Infinite (%)	0.0%
Mean	39.0619469

Minimum	3
Maximum	240
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	3
5-th percentile	11.2
Q1	21
median	42
Q3	45
95-th percentile	60
Maximum	240
Range	237
Interquartile range (IQR)	24

Descriptive statistics

Standard deviation	27.50658466
Coefficient of variation (CV)	0.704178538
Kurtosis	25.66131069
Mean	39.0619469
Median Absolute Deviation (MAD)	10
Skewness	3.942208052
Sum	4414
Variance	756.6121997
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=44)

Value	Count	Frequency (%)
45	30	22.9%
30	8	6.1%
12	6	4.6%
20	6	4.6%
48	4	3.1%
60	4	3.1%
42	3	2.3%
25	3	2.3%
49	3	2.3%
13	2	1.5%
Other values (34)	44	33.6%
(Missing)	18	13.7%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
3	1	0.8%
6	1	0.8%
7	1	0.8%
8	1	0.8%
10	2	1.5%
12	6	4.6%
13	2	1.5%
14	1	0.8%
15	2	1.5%
16	1	0.8%

Value	Count	Frequency (%)
240	1	0.8%
120	2	1.5%
92	2	1.5%
60	4	3.1%
59	1	0.8%
55	1	0.8%
53	1	0.8%
52	2	1.5%
51	1	0.8%
50	1	0.8%

image
Categorical

HIGH CORRELATION
HIGH CORRELATION
MISSING
UNIFORM

Distinct	44
Distinct (%)	100.0%
Missing	87
Missing (%)	66.4%
Memory size	1.1 KiB

{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720542.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720542.jpg'}	1
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720800.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720800.jpg'}	1
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/287/718600.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/287/718600.jpg'}	1
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/721396.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/721396.jpg'}	1
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/300/750798.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/300/750798.jpg'}	1
Other values (39)	39

Length

Max length	178
Median length	176
Mean length	176.0454545
Min length	176

Characters and Unicode

Total characters	7746
Distinct characters	38
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	44 ?
Unique (%)	100.0%

Sample

1st row	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/721274.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/721274.jpg'}
2nd row	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/301/752691.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/301/752691.jpg'}
3rd row	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/294/736708.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/294/736708.jpg'}
4th row	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720790.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720790.jpg'}
5th row	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/290/726344.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/290/726344.jpg'}

Common Values

Value	Count	Frequency (%)
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720542.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720542.jpg'}	1	0.8%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720800.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720800.jpg'}	1	0.8%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/287/718600.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/287/718600.jpg'}	1	0.8%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/721396.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/721396.jpg'}	1	0.8%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/300/750798.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/300/750798.jpg'}	1	0.8%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720709.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720709.jpg'}	1	0.8%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720708.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720708.jpg'}	1	0.8%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720547.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720547.jpg'}	1	0.8%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720548.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720548.jpg'}	1	0.8%
{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720549.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720549.jpg'}	1	0.8%
Other values (34)	34	26.0%
(Missing)	87	66.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
medium	44	25.0%
original	44	25.0%
https://static.tvmaze.com/uploads/images/original_untouched/290/726344.jpg	1	0.6%
https://static.tvmaze.com/uploads/images/medium_landscape/288/720565.jpg	1	0.6%
https://static.tvmaze.com/uploads/images/original_untouched/285/714316.jpg	1	0.6%
https://static.tvmaze.com/uploads/images/medium_landscape/285/714316.jpg	1	0.6%
https://static.tvmaze.com/uploads/images/original_untouched/288/720610.jpg	1	0.6%
https://static.tvmaze.com/uploads/images/medium_landscape/288/720610.jpg	1	0.6%
https://static.tvmaze.com/uploads/images/original_untouched/288/721777.jpg	1	0.6%
https://static.tvmaze.com/uploads/images/medium_landscape/288/721777.jpg	1	0.6%
Other values (80)	80	45.5%

Most occurring characters

Value	Count	Frequency (%)
/	616	8.0%
a	528	6.8%
t	484	6.2%
m	440	5.7%
i	440	5.7%
s	396	5.1%
e	352	4.5%
'	352	4.5%
o	308	4.0%
p	308	4.0%
Other values (28)	3522	45.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5192	67.0%
Other Punctuation	1452	18.7%
Decimal Number	794	10.3%
Space Separator	132	1.7%
Connector Punctuation	88	1.1%
Close Punctuation	44	0.6%
Open Punctuation	44	0.6%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	528	10.2%
t	484	9.3%
m	440	8.5%
i	440	8.5%
s	396	7.6%
e	352	6.8%
o	308	5.9%
p	308	5.9%
g	264	5.1%
c	264	5.1%
Other values (9)	1408	27.1%

Decimal Number

Value	Count	Frequency (%)
2	160	20.2%
8	154	19.4%
7	120	15.1%
0	104	13.1%
5	74	9.3%
3	40	5.0%
9	40	5.0%
4	38	4.8%
1	34	4.3%
6	30	3.8%

Other Punctuation

Value	Count	Frequency (%)
/	616	42.4%
'	352	24.2%
.	264	18.2%
:	176	12.1%
,	44	3.0%

Space Separator

Value	Count	Frequency (%)
	132	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	88	100.0%

Close Punctuation

Value	Count	Frequency (%)
}	44	100.0%

Open Punctuation

Value	Count	Frequency (%)
{	44	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	5192	67.0%
Common	2554	33.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	616	24.1%
'	352	13.8%
.	264	10.3%
:	176	6.9%
2	160	6.3%
8	154	6.0%
	132	5.2%
7	120	4.7%
0	104	4.1%
_	88	3.4%
Other values (9)	388	15.2%

Latin

Value	Count	Frequency (%)
a	528	10.2%
t	484	9.3%
m	440	8.5%
i	440	8.5%
s	396	7.6%
e	352	6.8%
o	308	5.9%
p	308	5.9%
g	264	5.1%
c	264	5.1%
Other values (9)	1408	27.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7746	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	616	8.0%
a	528	6.8%
t	484	6.2%
m	440	5.7%
i	440	5.7%
s	396	5.1%
e	352	4.5%
'	352	4.5%
o	308	4.0%
p	308	4.0%
Other values (28)	3522	45.5%

summary
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	38
Distinct (%)	29.0%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

nan	94
<p>A private plane and some serious retail therapy prove no match for Judy's mounting frustrations with the strict gender roles prescribed to her and Washington. Later, as Judy challenges her younger brother to a tennis match, she also challenges the deep-rooted cultural norms that favor him. Meanwhile, Wash tells Cousin Sammy the secret motivation behind his marriage to Lesley, who's struggling to find her place in the Ho family.</p>	1
<p>A party starts at Lica's apartment. He doesn't even ask to see Benê's room. Omar, Ellen's American fiance, arrives in Brazil by surprise.</p>	1
<p>Red alert! Host Wil Wheaton is joined by the stars of the U.S.S. Discovery bridge crew, Emily Coutts (Lt. Detmer), Oyin Oladejo (Lt. Owosekun), Patrick Kwok-Choon (Lt. Rhys), Ronnie Rowe Jr. (Lt. Bryce), and Sara Mitich (Lt. Nilsson). Watch them get animated over this week's unexpected plot twist and vigorous fight choreography, plus Wil entices each to admit which Starfleet job they'd secretly like to try.</p>	1
<p>When Susie learns magic is beginning to disappear from New York, she tries to lead all the magical creatures to safety.</p>	1
Other values (33)	33

Length

Max length	518
Median length	3
Mean length	59.72519084
Min length	3

Characters and Unicode

Total characters	7824
Distinct characters	70
Distinct categories	9 ?
Distinct scripts	2 ?
Distinct blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	37 ?
Unique (%)	28.2%

Sample

1st row	nan
2nd row	<p><b>#Seriously mouth watering #Camping Mates formed(?) #NPC On the Block</b></p>
3rd row	nan
4th row	nan
5th row	nan

Common Values

Value	Count	Frequency (%)
nan	94	71.8%
<p>A private plane and some serious retail therapy prove no match for Judy's mounting frustrations with the strict gender roles prescribed to her and Washington. Later, as Judy challenges her younger brother to a tennis match, she also challenges the deep-rooted cultural norms that favor him. Meanwhile, Wash tells Cousin Sammy the secret motivation behind his marriage to Lesley, who's struggling to find her place in the Ho family.</p>	1	0.8%
<p>A party starts at Lica's apartment. He doesn't even ask to see Benê's room. Omar, Ellen's American fiance, arrives in Brazil by surprise.</p>	1	0.8%
<p>Red alert! Host Wil Wheaton is joined by the stars of the U.S.S. Discovery bridge crew, Emily Coutts (Lt. Detmer), Oyin Oladejo (Lt. Owosekun), Patrick Kwok-Choon (Lt. Rhys), Ronnie Rowe Jr. (Lt. Bryce), and Sara Mitich (Lt. Nilsson). Watch them get animated over this week's unexpected plot twist and vigorous fight choreography, plus Wil entices each to admit which Starfleet job they'd secretly like to try.</p>	1	0.8%
<p>When Susie learns magic is beginning to disappear from New York, she tries to lead all the magical creatures to safety.</p>	1	0.8%
<p>Susie, Ramona, and Barb team up in frozen time to see what's threatening magic.</p>	1	0.8%
<p>Susie and Ramona train a gaggle of witches until they have a full coven.</p>	1	0.8%
<p>Ramona sends Susie back to New York in search of new magical creatures.</p>	1	0.8%
<p>At the Hos' weekly post-church brunch, Judy announces that she's filed for divorce, much to the disapproval of Binh and Hue, her traditional Vietnamese parents. Meanwhile, Judy's brother Washington and his wife Lesley navigate marital issues of their own. With Judy and her kids now invading their space, Wash lives up to his reputation as a drinking, partying playboy, as Lesley tries to keep the household under control. Later, Judy stirs the family pot when she tells Lesley what Hue really thinks about her.</p>	1	0.8%
<p>As Judy reluctantly accepts the keys to the house her father built for her, she feels the weight of her mother's judgments about her divorce and, later, confesses a secret that stuns her parents. Faced with an ever-unreliable husband, Lesley takes the party-planning reigns for Binh's retirement celebration, but her father-in-law soon reveals that the festivities may be preemptive.</p>	1	0.8%
Other values (28)	28	21.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nan	94	7.1%
the	67	5.1%
to	51	3.8%
and	40	3.0%
a	31	2.3%
her	28	2.1%
of	23	1.7%
in	14	1.1%
for	14	1.1%
with	14	1.1%
Other values (664)	949	71.6%

Most occurring characters

Value	Count	Frequency (%)
	1186	15.2%
e	724	9.3%
n	575	7.3%
a	568	7.3%
t	495	6.3%
i	401	5.1%
r	389	5.0%
s	362	4.6%
o	358	4.6%
h	348	4.4%
Other values (60)	2418	30.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	5919	75.7%
Space Separator	1196	15.3%
Uppercase Letter	251	3.2%
Other Punctuation	233	3.0%
Math Symbol	194	2.5%
Dash Punctuation	13	0.2%
Open Punctuation	6	0.1%
Close Punctuation	6	0.1%
Decimal Number	6	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	724	12.2%
n	575	9.7%
a	568	9.6%
t	495	8.4%
i	401	6.8%
r	389	6.6%
s	362	6.1%
o	358	6.0%
h	348	5.9%
l	221	3.7%
Other values (18)	1478	25.0%

Uppercase Letter

Value	Count	Frequency (%)
S	26	10.4%
A	23	9.2%
W	19	7.6%
J	17	6.8%
L	17	6.8%
C	16	6.4%
M	16	6.4%
N	15	6.0%
B	14	5.6%
R	13	5.2%
Other values (14)	75	29.9%

Other Punctuation

Value	Count	Frequency (%)
.	79	33.9%
,	64	27.5%
/	52	22.3%
'	31	13.3%
#	3	1.3%
?	2	0.9%
!	2	0.9%

Decimal Number

Value	Count	Frequency (%)
1	3	50.0%
0	1	16.7%
2	1	16.7%
4	1	16.7%

Space Separator

Value	Count	Frequency (%)
	1186	99.2%
	10	0.8%

Math Symbol

Value	Count	Frequency (%)
<	97	50.0%
>	97	50.0%

Dash Punctuation

Value	Count	Frequency (%)
-	13	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	6	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	6	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	6170	78.9%
Common	1654	21.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	724	11.7%
n	575	9.3%
a	568	9.2%
t	495	8.0%
i	401	6.5%
r	389	6.3%
s	362	5.9%
o	358	5.8%
h	348	5.6%
l	221	3.6%
Other values (42)	1729	28.0%

Common

Value	Count	Frequency (%)
	1186	71.7%
<	97	5.9%
>	97	5.9%
.	79	4.8%
,	64	3.9%
/	52	3.1%
'	31	1.9%
-	13	0.8%
	10	0.6%
(	6	0.4%
Other values (8)	19	1.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	7812	99.8%
None	12	0.2%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	1186	15.2%
e	724	9.3%
n	575	7.4%
a	568	7.3%
t	495	6.3%
i	401	5.1%
r	389	5.0%
s	362	4.6%
o	358	4.6%
h	348	4.5%
Other values (57)	2406	30.8%

None

Value	Count	Frequency (%)
	10	83.3%
ê	1	8.3%
ø	1	8.3%

_embedded_show_id
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	84
Distinct (%)	64.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	46185.68702

Minimum	6544
Maximum	60848
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	6544
5-th percentile	19122
Q1	44451.5
median	50164
Q3	52802.5
95-th percentile	57406.5
Maximum	60848
Range	54304
Interquartile range (IQR)	8351

Descriptive statistics

Standard deviation	11362.85217
Coefficient of variation (CV)	0.2460254009
Kurtosis	2.724121483
Mean	46185.68702
Median Absolute Deviation (MAD)	3032
Skewness	-1.770583713
Sum	6050325
Variance	129114409.4
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
50036	8	6.1%
52806	8	6.1%
44654	7	5.3%
53609	7	5.3%
26643	4	3.1%
52782	4	3.1%
30606	2	1.5%
52780	2	1.5%
15250	2	1.5%
52758	2	1.5%
Other values (74)	85	64.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6544	1	0.8%
7480	1	0.8%
10892	1	0.8%
13215	1	0.8%
15250	2	1.5%
16753	1	0.8%
21491	1	0.8%
24837	1	0.8%
26268	1	0.8%
26643	4	3.1%

Value	Count	Frequency (%)
60848	2	1.5%
59261	1	0.8%
58689	2	1.5%
58367	1	0.8%
57556	1	0.8%
57257	1	0.8%
56605	1	0.8%
56253	1	0.8%
54610	1	0.8%
53698	1	0.8%

_embedded_show_url
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	84
Distinct (%)	64.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

https://www.tvmaze.com/shows/50036/alice-in-borderland	8
https://www.tvmaze.com/shows/52806/ultimate-note	8
https://www.tvmaze.com/shows/44654/house-of-ho	7
https://www.tvmaze.com/shows/53609/shikol	7
https://www.tvmaze.com/shows/26643/summer-camp-island	4
Other values (79)	97

Length

Max length	83
Median length	57
Mean length	48.96946565
Min length	39

Characters and Unicode

Total characters	6415
Distinct characters	40
Distinct categories	4 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	63 ?
Unique (%)	48.1%

Sample

1st row	https://www.tvmaze.com/shows/34010/azbuki-smesarikov
2nd row	https://www.tvmaze.com/shows/41648/sim-for-you
3rd row	https://www.tvmaze.com/shows/10892/troe-iz-prostokvasino
4th row	https://www.tvmaze.com/shows/43722/257-pricin-ctoby-zit
5th row	https://www.tvmaze.com/shows/48683/ispoved

Common Values

Value	Count	Frequency (%)
https://www.tvmaze.com/shows/50036/alice-in-borderland	8	6.1%
https://www.tvmaze.com/shows/52806/ultimate-note	8	6.1%
https://www.tvmaze.com/shows/44654/house-of-ho	7	5.3%
https://www.tvmaze.com/shows/53609/shikol	7	5.3%
https://www.tvmaze.com/shows/26643/summer-camp-island	4	3.1%
https://www.tvmaze.com/shows/52782/mr-right-is-here	4	3.1%
https://www.tvmaze.com/shows/30606/scishow	2	1.5%
https://www.tvmaze.com/shows/52780/mermaid-prince	2	1.5%
https://www.tvmaze.com/shows/15250/the-young-turks	2	1.5%
https://www.tvmaze.com/shows/52758/stichtag	2	1.5%
Other values (74)	85	64.9%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://www.tvmaze.com/shows/50036/alice-in-borderland	8	6.1%
https://www.tvmaze.com/shows/52806/ultimate-note	8	6.1%
https://www.tvmaze.com/shows/44654/house-of-ho	7	5.3%
https://www.tvmaze.com/shows/53609/shikol	7	5.3%
https://www.tvmaze.com/shows/26643/summer-camp-island	4	3.1%
https://www.tvmaze.com/shows/52782/mr-right-is-here	4	3.1%
https://www.tvmaze.com/shows/52421/you-complete-me	2	1.5%
https://www.tvmaze.com/shows/52181/volk	2	1.5%
https://www.tvmaze.com/shows/45470/12-dates-of-christmas	2	1.5%
https://www.tvmaze.com/shows/47912/the-wolf	2	1.5%
Other values (74)	85	64.9%

Most occurring characters

Value	Count	Frequency (%)
/	655	10.2%
w	543	8.5%
t	513	8.0%
s	512	8.0%
o	402	6.3%
h	339	5.3%
m	333	5.2%
e	305	4.8%
.	262	4.1%
a	257	4.0%
Other values (30)	2294	35.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	4500	70.1%
Other Punctuation	1048	16.3%
Decimal Number	665	10.4%
Dash Punctuation	202	3.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
w	543	12.1%
t	513	11.4%
s	512	11.4%
o	402	8.9%
h	339	7.5%
m	333	7.4%
e	305	6.8%
a	257	5.7%
c	178	4.0%
p	166	3.7%
Other values (16)	952	21.2%

Decimal Number

Value	Count	Frequency (%)
5	106	15.9%
4	81	12.2%
0	80	12.0%
6	80	12.0%
2	78	11.7%
8	62	9.3%
3	53	8.0%
1	51	7.7%
9	39	5.9%
7	35	5.3%

Other Punctuation

Value	Count	Frequency (%)
/	655	62.5%
.	262	25.0%
:	131	12.5%

Dash Punctuation

Value	Count	Frequency (%)
-	202	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4500	70.1%
Common	1915	29.9%

Most frequent character per script

Latin

Value	Count	Frequency (%)
w	543	12.1%
t	513	11.4%
s	512	11.4%
o	402	8.9%
h	339	7.5%
m	333	7.4%
e	305	6.8%
a	257	5.7%
c	178	4.0%
p	166	3.7%
Other values (16)	952	21.2%

Common

Value	Count	Frequency (%)
/	655	34.2%
.	262	13.7%
-	202	10.5%
:	131	6.8%
5	106	5.5%
4	81	4.2%
0	80	4.2%
6	80	4.2%
2	78	4.1%
8	62	3.2%
Other values (4)	178	9.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	6415	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	655	10.2%
w	543	8.5%
t	513	8.0%
s	512	8.0%
o	402	6.3%
h	339	5.3%
m	333	5.2%
e	305	4.8%
.	262	4.1%
a	257	4.0%
Other values (30)	2294	35.8%

_embedded_show_name
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	83
Distinct (%)	63.4%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Ultimate Note	8
Alice in Borderland	8
House of Ho	7
Shikol	7
Summer Camp Island	4
Other values (78)	97

Length

Max length	50
Median length	23
Mean length	14.28244275
Min length	4

Characters and Unicode

Total characters	1871
Distinct characters	110
Distinct categories	6 ?
Distinct scripts	3 ?
Distinct blocks	4 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	62 ?
Unique (%)	47.3%

Sample

1st row	Азбуки Смешариков
2nd row	Sim for You
3rd row	Трое из Простоквашино
4th row	257 причин, чтобы жить
5th row	Исповедь

Common Values

Value	Count	Frequency (%)
Ultimate Note	8	6.1%
Alice in Borderland	8	6.1%
House of Ho	7	5.3%
Shikol	7	5.3%
Summer Camp Island	4	3.1%
Mr. Right is Here!	4	3.1%
Mermaid Prince	3	2.3%
The Young Turks	2	1.5%
Psych Hunter	2	1.5%
Be With You	2	1.5%
Other values (73)	84	64.1%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	13	3.9%
in	10	3.0%
of	10	3.0%
ultimate	8	2.4%
alice	8	2.4%
borderland	8	2.4%
note	8	2.4%
house	7	2.1%
ho	7	2.1%
shikol	7	2.1%
Other values (185)	251	74.5%

Most occurring characters

Value	Count	Frequency (%)
	206	11.0%
e	157	8.4%
o	110	5.9%
i	97	5.2%
a	94	5.0%
r	90	4.8%
t	88	4.7%
n	75	4.0%
l	73	3.9%
s	66	3.5%
Other values (100)	815	43.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1325	70.8%
Uppercase Letter	296	15.8%
Space Separator	206	11.0%
Other Punctuation	31	1.7%
Decimal Number	12	0.6%
Dash Punctuation	1	0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	157	11.8%
o	110	8.3%
i	97	7.3%
a	94	7.1%
r	90	6.8%
t	88	6.6%
n	75	5.7%
l	73	5.5%
s	66	5.0%
h	53	4.0%
Other values (47)	422	31.8%

Uppercase Letter

Value	Count	Frequency (%)
S	39	13.2%
T	25	8.4%
M	24	8.1%
B	23	7.8%
H	22	7.4%
A	18	6.1%
C	13	4.4%
R	12	4.1%
N	11	3.7%
U	10	3.4%
Other values (28)	99	33.4%

Other Punctuation

Value	Count	Frequency (%)
.	7	22.6%
!	7	22.6%
:	5	16.1%
'	5	16.1%
&	3	9.7%
,	2	6.5%
?	1	3.2%
#	1	3.2%

Decimal Number

Value	Count	Frequency (%)
2	6	50.0%
0	2	16.7%
1	2	16.7%
7	1	8.3%
5	1	8.3%

Space Separator

Value	Count	Frequency (%)
	206	100.0%

Dash Punctuation

Value	Count	Frequency (%)
–	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1460	78.0%
Common	250	13.4%
Cyrillic	161	8.6%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	157	10.8%
o	110	7.5%
i	97	6.6%
a	94	6.4%
r	90	6.2%
t	88	6.0%
n	75	5.1%
l	73	5.0%
s	66	4.5%
h	53	3.6%
Other values (43)	557	38.2%

Cyrillic

Value	Count	Frequency (%)
о	20	12.4%
и	13	8.1%
к	11	6.8%
е	11	6.8%
а	10	6.2%
р	8	5.0%
л	7	4.3%
н	7	4.3%
т	6	3.7%
п	5	3.1%
Other values (32)	63	39.1%

Common

Value	Count	Frequency (%)
	206	82.4%
.	7	2.8%
!	7	2.8%
2	6	2.4%
:	5	2.0%
'	5	2.0%
&	3	1.2%
0	2	0.8%
1	2	0.8%
,	2	0.8%
Other values (5)	5	2.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1702	91.0%
Cyrillic	161	8.6%
None	7	0.4%
Punctuation	1	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	206	12.1%
e	157	9.2%
o	110	6.5%
i	97	5.7%
a	94	5.5%
r	90	5.3%
t	88	5.2%
n	75	4.4%
l	73	4.3%
s	66	3.9%
Other values (53)	646	38.0%

Cyrillic

Value	Count	Frequency (%)
о	20	12.4%
и	13	8.1%
к	11	6.8%
е	11	6.8%
а	10	6.2%
р	8	5.0%
л	7	4.3%
н	7	4.3%
т	6	3.7%
п	5	3.1%
Other values (32)	63	39.1%

None

Value	Count	Frequency (%)
ø	3	42.9%
ı	2	28.6%
ğ	1	14.3%
Ç	1	14.3%

Punctuation

Value	Count	Frequency (%)
–	1	100.0%

_embedded_show_type
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	9
Distinct (%)	6.9%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Scripted	80
Reality	15
Animation	14
Talk Show	10
Documentary	7
Other values (4)	5

Length

Max length	11
Median length	8
Mean length	8.183206107
Min length	4

Characters and Unicode

Total characters	1072
Distinct characters	27
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	3 ?
Unique (%)	2.3%

Sample

1st row	Animation
2nd row	Reality
3rd row	Animation
4th row	Scripted
5th row	Documentary

Common Values

Value	Count	Frequency (%)
Scripted	80	61.1%
Reality	15	11.5%
Animation	14	10.7%
Talk Show	10	7.6%
Documentary	7	5.3%
News	2	1.5%
Game Show	1	0.8%
Award Show	1	0.8%
Variety	1	0.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
scripted	80	55.9%
reality	15	10.5%
animation	14	9.8%
show	12	8.4%
talk	10	7.0%
documentary	7	4.9%
news	2	1.4%
game	1	0.7%
award	1	0.7%
variety	1	0.7%

Most occurring characters

Value	Count	Frequency (%)
i	124	11.6%
t	117	10.9%
e	106	9.9%
S	92	8.6%
r	89	8.3%
c	87	8.1%
d	81	7.6%
p	80	7.5%
a	49	4.6%
n	35	3.3%
Other values (17)	212	19.8%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	917	85.5%
Uppercase Letter	143	13.3%
Space Separator	12	1.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
i	124	13.5%
t	117	12.8%
e	106	11.6%
r	89	9.7%
c	87	9.5%
d	81	8.8%
p	80	8.7%
a	49	5.3%
n	35	3.8%
o	33	3.6%
Other values (8)	116	12.6%

Uppercase Letter

Value	Count	Frequency (%)
S	92	64.3%
A	15	10.5%
R	15	10.5%
T	10	7.0%
D	7	4.9%
N	2	1.4%
G	1	0.7%
V	1	0.7%

Space Separator

Value	Count	Frequency (%)
	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1060	98.9%
Common	12	1.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
i	124	11.7%
t	117	11.0%
e	106	10.0%
S	92	8.7%
r	89	8.4%
c	87	8.2%
d	81	7.6%
p	80	7.5%
a	49	4.6%
n	35	3.3%
Other values (16)	200	18.9%

Common

Value	Count	Frequency (%)
	12	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1072	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
i	124	11.6%
t	117	10.9%
e	106	9.9%
S	92	8.6%
r	89	8.3%
c	87	8.1%
d	81	7.6%
p	80	7.5%
a	49	4.6%
n	35	3.3%
Other values (17)	212	19.8%

_embedded_show_language
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	18
Distinct (%)	13.7%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

English	35
Chinese	32
Russian	15
Japanese	8
Korean	8
Other values (13)	33

Length

Max length	10
Median length	7
Mean length	6.954198473
Min length	3

Characters and Unicode

Total characters	911
Distinct characters	34
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	4 ?
Unique (%)	3.1%

Sample

1st row	Russian
2nd row	Korean
3rd row	Russian
4th row	Russian
5th row	Russian

Common Values

Value	Count	Frequency (%)
English	35	26.7%
Chinese	32	24.4%
Russian	15	11.5%
Japanese	8	6.1%
Korean	8	6.1%
Bengali	7	5.3%
Norwegian	5	3.8%
Arabic	3	2.3%
Dutch	3	2.3%
Thai	3	2.3%
Other values (8)	12	9.2%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
english	35	26.7%
chinese	32	24.4%
russian	15	11.5%
japanese	8	6.1%
korean	8	6.1%
bengali	7	5.3%
norwegian	5	3.8%
dutch	3	2.3%
thai	3	2.3%
arabic	3	2.3%
Other values (8)	12	9.2%

Most occurring characters

Value	Count	Frequency (%)
n	119	13.1%
s	109	12.0%
e	106	11.6%
i	106	11.6%
h	75	8.2%
a	71	7.8%
g	53	5.8%
l	45	4.9%
E	35	3.8%
C	32	3.5%
Other values (24)	160	17.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	781	85.7%
Uppercase Letter	130	14.3%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	119	15.2%
s	109	14.0%
e	106	13.6%
i	106	13.6%
h	75	9.6%
a	71	9.1%
g	53	6.8%
l	45	5.8%
u	23	2.9%
r	23	2.9%
Other values (9)	51	6.5%

Uppercase Letter

Value	Count	Frequency (%)
E	35	26.9%
C	32	24.6%
R	15	11.5%
J	8	6.2%
K	8	6.2%
B	7	5.4%
T	6	4.6%
N	5	3.8%
A	3	2.3%
D	3	2.3%
Other values (5)	8	6.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	911	100.0%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	119	13.1%
s	109	12.0%
e	106	11.6%
i	106	11.6%
h	75	8.2%
a	71	7.8%
g	53	5.8%
l	45	4.9%
E	35	3.8%
C	32	3.5%
Other values (24)	160	17.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	911	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	119	13.1%
s	109	12.0%
e	106	11.6%
i	106	11.6%
h	75	8.2%
a	71	7.8%
g	53	5.8%
l	45	4.9%
E	35	3.8%
C	32	3.5%
Other values (24)	160	17.6%

_embedded_show_genres
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	35
Distinct (%)	26.7%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

[]	29
['Drama', 'Romance']	10
['Drama', 'Comedy', 'Romance']	9
['Drama', 'Comedy']	8
['Drama', 'Thriller']	8
Other values (30)	67

Length

Max length	42
Median length	34
Mean length	20.27480916
Min length	2

Characters and Unicode

Total characters	2656
Distinct characters	34
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	14 ?
Unique (%)	10.7%

Sample

1st row	['Children', 'Family']
2nd row	[]
3rd row	['Children', 'Family']
4th row	['Drama', 'Comedy']
5th row	[]

Common Values

Value	Count	Frequency (%)
[]	29	22.1%
['Drama', 'Romance']	10	7.6%
['Drama', 'Comedy', 'Romance']	9	6.9%
['Drama', 'Comedy']	8	6.1%
['Drama', 'Thriller']	8	6.1%
['Comedy']	8	6.1%
['Drama', 'Comedy', 'Adventure']	8	6.1%
['Drama', 'Science-Fiction', 'Mystery']	8	6.1%
['Comedy', 'Adventure', 'Fantasy']	4	3.1%
['Drama']	3	2.3%
Other values (25)	36	27.5%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
drama	68	25.1%
comedy	45	16.6%
	29	10.7%
romance	28	10.3%
adventure	20	7.4%
mystery	16	5.9%
thriller	12	4.4%
science-fiction	12	4.4%
fantasy	11	4.1%
action	6	2.2%
Other values (9)	24	8.9%

Most occurring characters

Value	Count	Frequency (%)
'	484	18.2%
a	190	7.2%
e	180	6.8%
m	153	5.8%
r	142	5.3%
	140	5.3%
,	140	5.3%
]	131	4.9%
[	131	4.9%
n	98	3.7%
Other values (24)	867	32.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1364	51.4%
Other Punctuation	624	23.5%
Uppercase Letter	254	9.6%
Space Separator	140	5.3%
Close Punctuation	131	4.9%
Open Punctuation	131	4.9%
Dash Punctuation	12	0.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
a	190	13.9%
e	180	13.2%
m	153	11.2%
r	142	10.4%
n	98	7.2%
o	97	7.1%
y	93	6.8%
i	74	5.4%
c	71	5.2%
d	71	5.2%
Other values (8)	195	14.3%

Uppercase Letter

Value	Count	Frequency (%)
D	68	26.8%
C	55	21.7%
A	30	11.8%
R	28	11.0%
F	27	10.6%
M	17	6.7%
S	14	5.5%
T	12	4.7%
H	2	0.8%
L	1	0.4%

Other Punctuation

Value	Count	Frequency (%)
'	484	77.6%
,	140	22.4%

Space Separator

Value	Count	Frequency (%)
	140	100.0%

Close Punctuation

Value	Count	Frequency (%)
]	131	100.0%

Open Punctuation

Value	Count	Frequency (%)
[	131	100.0%

Dash Punctuation

Value	Count	Frequency (%)
-	12	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1618	60.9%
Common	1038	39.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
a	190	11.7%
e	180	11.1%
m	153	9.5%
r	142	8.8%
n	98	6.1%
o	97	6.0%
y	93	5.7%
i	74	4.6%
c	71	4.4%
d	71	4.4%
Other values (18)	449	27.8%

Common

Value	Count	Frequency (%)
'	484	46.6%
	140	13.5%
,	140	13.5%
]	131	12.6%
[	131	12.6%
-	12	1.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2656	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
'	484	18.2%
a	190	7.2%
e	180	6.8%
m	153	5.8%
r	142	5.3%
	140	5.3%
,	140	5.3%
]	131	4.9%
[	131	4.9%
n	98	3.7%
Other values (24)	867	32.6%

_embedded_show_status
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	3
Distinct (%)	2.3%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

Ended	68
Running	52
To Be Determined	11

Length

Max length	16
Median length	5
Mean length	6.717557252
Min length	5

Characters and Unicode

Total characters	880
Distinct characters	16
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	0 ?
Unique (%)	0.0%

Sample

1st row	Running
2nd row	Running
3rd row	Running
4th row	Ended
5th row	Ended

Common Values

Value	Count	Frequency (%)
Ended	68	51.9%
Running	52	39.7%
To Be Determined	11	8.4%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
ended	68	44.4%
running	52	34.0%
to	11	7.2%
be	11	7.2%
determined	11	7.2%

Most occurring characters

Value	Count	Frequency (%)
n	235	26.7%
d	147	16.7%
e	112	12.7%
E	68	7.7%
i	63	7.2%
R	52	5.9%
u	52	5.9%
g	52	5.9%
	22	2.5%
T	11	1.2%
Other values (6)	66	7.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	705	80.1%
Uppercase Letter	153	17.4%
Space Separator	22	2.5%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	235	33.3%
d	147	20.9%
e	112	15.9%
i	63	8.9%
u	52	7.4%
g	52	7.4%
o	11	1.6%
t	11	1.6%
r	11	1.6%
m	11	1.6%

Uppercase Letter

Value	Count	Frequency (%)
E	68	44.4%
R	52	34.0%
T	11	7.2%
B	11	7.2%
D	11	7.2%

Space Separator

Value	Count	Frequency (%)
	22	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	858	97.5%
Common	22	2.5%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	235	27.4%
d	147	17.1%
e	112	13.1%
E	68	7.9%
i	63	7.3%
R	52	6.1%
u	52	6.1%
g	52	6.1%
T	11	1.3%
o	11	1.3%
Other values (5)	55	6.4%

Common

Value	Count	Frequency (%)
	22	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	880	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	235	26.7%
d	147	16.7%
e	112	12.7%
E	68	7.7%
i	63	7.2%
R	52	5.9%
u	52	5.9%
g	52	5.9%
	22	2.5%
T	11	1.2%
Other values (6)	66	7.5%

_embedded_show_runtime
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	23
Distinct (%)	28.4%
Missing	50
Missing (%)	38.2%
Infinite	0
Infinite (%)	0.0%
Mean	40.7037037

Minimum	6
Maximum	240
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	6
5-th percentile	10
Q1	20
median	45
Q3	45
95-th percentile	60
Maximum	240
Range	234
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	29.8611137
Coefficient of variation (CV)	0.7336215375
Kurtosis	25.1593143
Mean	40.7037037
Median Absolute Deviation (MAD)	7
Skewness	4.120620408
Sum	3297
Variance	891.6861111
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=23)

Value	Count	Frequency (%)
45	33	25.2%
20	10	7.6%
30	6	4.6%
60	4	3.1%
15	3	2.3%
40	3	2.3%
25	3	2.3%
120	2	1.5%
10	2	1.5%
51	2	1.5%
Other values (13)	13	9.9%
(Missing)	50	38.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
6	1	0.8%
7	1	0.8%
8	1	0.8%
10	2	1.5%
12	1	0.8%
13	1	0.8%
15	3	2.3%
16	1	0.8%
18	1	0.8%
20	10	7.6%

Value	Count	Frequency (%)
240	1	0.8%
120	2	1.5%
62	1	0.8%
60	4	3.1%
58	1	0.8%
52	1	0.8%
51	2	1.5%
50	1	0.8%
48	1	0.8%
45	33	25.2%

_embedded_show_averageRuntime
Real number (ℝ_≥0)

HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
HIGH CORRELATION
MISSING

Distinct	42
Distinct (%)	35.3%
Missing	12
Missing (%)	9.2%
Infinite	0
Infinite (%)	0.0%
Mean	37.6302521

Minimum	2
Maximum	211
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	2
5-th percentile	9.9
Q1	20
median	45
Q3	45
95-th percentile	60.2
Maximum	211
Range	209
Interquartile range (IQR)	25

Descriptive statistics

Standard deviation	25.253248
Coefficient of variation (CV)	0.6710889934
Kurtosis	19.18212764
Mean	37.6302521
Median Absolute Deviation (MAD)	13
Skewness	3.183084162
Sum	4478
Variance	637.7265347
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=42)

Value	Count	Frequency (%)
45	33	25.2%
48	8	6.1%
32	7	5.3%
20	6	4.6%
11	5	3.8%
10	3	2.3%
60	3	2.3%
30	3	2.3%
40	3	2.3%
50	3	2.3%
Other values (32)	45	34.4%
(Missing)	12	9.2%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
2	1	0.8%
3	1	0.8%
6	1	0.8%
8	1	0.8%
9	2	1.5%
10	3	2.3%
11	5	3.8%
12	2	1.5%
13	3	2.3%
14	2	1.5%

Value	Count	Frequency (%)
211	1	0.8%
120	2	1.5%
77	1	0.8%
63	1	0.8%
62	1	0.8%
60	3	2.3%
57	2	1.5%
56	1	0.8%
54	1	0.8%
51	1	0.8%

_embedded_show_premiered
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	63
Distinct (%)	48.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

2020-12-10	37
2020-11-12	6
2020-11-18	4
2018-07-07	4
2020-11-19	4
Other values (58)	76

Length

Max length	10
Median length	10
Mean length	10
Min length	10

Characters and Unicode

Total characters	1310
Distinct characters	11
Distinct categories	2 ?
Distinct scripts	1 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	46 ?
Unique (%)	35.1%

Sample

1st row	2006-10-11
2nd row	2019-03-25
3rd row	1978-06-10
4th row	2020-03-26
5th row	2020-05-11

Common Values

Value	Count	Frequency (%)
2020-12-10	37	28.2%
2020-11-12	6	4.6%
2020-11-18	4	3.1%
2018-07-07	4	3.1%
2020-11-19	4	3.1%
2020-11-05	3	2.3%
2020-11-26	3	2.3%
2020-10-29	3	2.3%
2020-11-25	3	2.3%
2020-12-03	3	2.3%
Other values (53)	61	46.6%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
2020-12-10	37	28.2%
2020-11-12	6	4.6%
2020-11-18	4	3.1%
2018-07-07	4	3.1%
2020-11-19	4	3.1%
2020-11-05	3	2.3%
2020-11-26	3	2.3%
2020-10-29	3	2.3%
2020-11-25	3	2.3%
2020-12-03	3	2.3%
Other values (53)	61	46.6%

Most occurring characters

Value	Count	Frequency (%)
0	351	26.8%
2	318	24.3%
-	262	20.0%
1	233	17.8%
9	26	2.0%
3	25	1.9%
8	24	1.8%
4	21	1.6%
7	18	1.4%
6	17	1.3%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	1048	80.0%
Dash Punctuation	262	20.0%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
0	351	33.5%
2	318	30.3%
1	233	22.2%
9	26	2.5%
3	25	2.4%
8	24	2.3%
4	21	2.0%
7	18	1.7%
6	17	1.6%
5	15	1.4%

Dash Punctuation

Value	Count	Frequency (%)
-	262	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1310	100.0%

Most frequent character per script

Common

Value	Count	Frequency (%)
0	351	26.8%
2	318	24.3%
-	262	20.0%
1	233	17.8%
9	26	2.0%
3	25	1.9%
8	24	1.8%
4	21	1.6%
7	18	1.4%
6	17	1.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1310	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
0	351	26.8%
2	318	24.3%
-	262	20.0%
1	233	17.8%
9	26	2.0%
3	25	1.9%
8	24	1.8%
4	21	1.6%
7	18	1.4%
6	17	1.3%

_embedded_show_ended
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	25
Distinct (%)	19.1%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

nan	63
2020-12-10	21
2021-01-02	8
2020-12-24	5
2020-12-18	4
Other values (20)	30

Length

Max length	10
Median length	10
Mean length	6.633587786
Min length	3

Characters and Unicode

Total characters	869
Distinct characters	12
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	13 ?
Unique (%)	9.9%

Sample

1st row	nan
2nd row	nan
3rd row	nan
4th row	2021-01-21
5th row	2021-02-08

Common Values

Value	Count	Frequency (%)
nan	63	48.1%
2020-12-10	21	16.0%
2021-01-02	8	6.1%
2020-12-24	5	3.8%
2020-12-18	4	3.1%
2020-12-17	4	3.1%
2020-12-11	3	2.3%
2020-12-28	2	1.5%
2021-01-04	2	1.5%
2020-12-30	2	1.5%
Other values (15)	17	13.0%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nan	63	48.1%
2020-12-10	21	16.0%
2021-01-02	8	6.1%
2020-12-24	5	3.8%
2020-12-18	4	3.1%
2020-12-17	4	3.1%
2020-12-11	3	2.3%
2021-01-14	2	1.5%
2020-12-16	2	1.5%
2020-12-30	2	1.5%
Other values (15)	17	13.0%

Most occurring characters

Value	Count	Frequency (%)
2	205	23.6%
0	170	19.6%
-	136	15.7%
1	133	15.3%
n	126	14.5%
a	63	7.2%
8	10	1.2%
4	9	1.0%
7	7	0.8%
6	6	0.7%
Other values (2)	4	0.5%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	544	62.6%
Lowercase Letter	189	21.7%
Dash Punctuation	136	15.7%

Most frequent character per category

Decimal Number

Value	Count	Frequency (%)
2	205	37.7%
0	170	31.2%
1	133	24.4%
8	10	1.8%
4	9	1.7%
7	7	1.3%
6	6	1.1%
3	2	0.4%
5	2	0.4%

Lowercase Letter

Value	Count	Frequency (%)
n	126	66.7%
a	63	33.3%

Dash Punctuation

Value	Count	Frequency (%)
-	136	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	680	78.3%
Latin	189	21.7%

Most frequent character per script

Common

Value	Count	Frequency (%)
2	205	30.1%
0	170	25.0%
-	136	20.0%
1	133	19.6%
8	10	1.5%
4	9	1.3%
7	7	1.0%
6	6	0.9%
3	2	0.3%
5	2	0.3%

Latin

Value	Count	Frequency (%)
n	126	66.7%
a	63	33.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	869	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
2	205	23.6%
0	170	19.6%
-	136	15.7%
1	133	15.3%
n	126	14.5%
a	63	7.2%
8	10	1.2%
4	9	1.0%
7	7	0.8%
6	6	0.7%
Other values (2)	4	0.5%

_embedded_show_officialSite
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	75
Distinct (%)	57.3%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

nan	24
https://www.iqiyi.com/a_nvzsmw0tgx.html	8
https://www.netflix.com/title/80200575	8
https://play.hbomax.com/series/urn:hbo:series:GXvTTlQwJdcLDGQEAAAMj	7
https://play.hbomax.com/series/urn:hbo:series:GXkyDLAgeBY7CZgEAACHO	4
Other values (70)	80

Length

Max length	250
Median length	78
Mean length	44.10687023
Min length	3

Characters and Unicode

Total characters	5778
Distinct characters	73
Distinct categories	7 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	60 ?
Unique (%)	45.8%

Sample

1st row	http://www.smeshariki.ru
2nd row	https://www.vlive.tv/video/121637
3rd row	https://okko.tv/serial/prostokvashino
4th row	https://start.ru/watch/257-prichin-chtoby-zhit
5th row	https://premier.one/collections/134

Common Values

Value	Count	Frequency (%)
nan	24	18.3%
https://www.iqiyi.com/a_nvzsmw0tgx.html	8	6.1%
https://www.netflix.com/title/80200575	8	6.1%
https://play.hbomax.com/series/urn:hbo:series:GXvTTlQwJdcLDGQEAAAMj	7	5.3%
https://play.hbomax.com/series/urn:hbo:series:GXkyDLAgeBY7CZgEAACHO	4	3.1%
https://www.tytnetwork.com	2	1.5%
https://v.qq.com/detail/m/mzc00200gbahyn5.html	2	1.5%
https://www.joyn.de/serien/stichtag	2	1.5%
https://so.youku.com/search_video/q_%E9%A2%84%E6%94%AF%E6%9C%AA%E6%9D%A5?spm=a2hbt.13141534.left-title-content-wrap.5~A	2	1.5%
https://www.iqiyi.com/a_19rrhskr95.html	2	1.5%
Other values (65)	70	53.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
nan	24	18.3%
https://www.netflix.com/title/80200575	8	6.1%
https://www.iqiyi.com/a_nvzsmw0tgx.html	8	6.1%
https://play.hbomax.com/series/urn:hbo:series:gxvttlqwjdcldgqeaaamj	7	5.3%
https://play.hbomax.com/series/urn:hbo:series:gxkydlageby7czgeaacho	4	3.1%
https://www.iqiyi.com/lib/m_213579814.html	2	1.5%
https://www.youtube.com/user/scishow	2	1.5%
https://play.hbomax.com/series/urn:hbo:series:gx6mzzwzycjyswweaaalf	2	1.5%
https://premier.one/show/12339	2	1.5%
https://play.hbomax.com/page/urn:hbo:page:gx5mhsqzwwiulwgeaaacp:type:series	2	1.5%
Other values (65)	70	53.4%

Most occurring characters

Value	Count	Frequency (%)
/	427	7.4%
t	409	7.1%
s	309	5.3%
e	266	4.6%
o	234	4.0%
h	223	3.9%
w	221	3.8%
.	220	3.8%
i	202	3.5%
p	191	3.3%
Other values (63)	3076	53.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3702	64.1%
Other Punctuation	902	15.6%
Decimal Number	539	9.3%
Uppercase Letter	525	9.1%
Dash Punctuation	68	1.2%
Connector Punctuation	21	0.4%
Math Symbol	21	0.4%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
t	409	11.0%
s	309	8.3%
e	266	7.2%
o	234	6.3%
h	223	6.0%
w	221	6.0%
i	202	5.5%
p	191	5.2%
a	185	5.0%
m	174	4.7%
Other values (16)	1288	34.8%

Uppercase Letter

Value	Count	Frequency (%)
A	77	14.7%
E	36	6.9%
L	31	5.9%
D	31	5.9%
C	30	5.7%
Q	28	5.3%
T	26	5.0%
X	26	5.0%
G	26	5.0%
P	22	4.2%
Other values (16)	192	36.6%

Decimal Number

Value	Count	Frequency (%)
0	70	13.0%
1	66	12.2%
5	62	11.5%
9	54	10.0%
8	51	9.5%
6	51	9.5%
4	50	9.3%
2	48	8.9%
3	48	8.9%
7	39	7.2%

Other Punctuation

Value	Count	Frequency (%)
/	427	47.3%
.	220	24.4%
:	182	20.2%
%	57	6.3%
?	14	1.6%
&	2	0.2%

Math Symbol

Value	Count	Frequency (%)
=	16	76.2%
~	3	14.3%
+	2	9.5%

Dash Punctuation

Value	Count	Frequency (%)
-	68	100.0%

Connector Punctuation

Value	Count	Frequency (%)
_	21	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	4227	73.2%
Common	1551	26.8%

Most frequent character per script

Latin

Value	Count	Frequency (%)
t	409	9.7%
s	309	7.3%
e	266	6.3%
o	234	5.5%
h	223	5.3%
w	221	5.2%
i	202	4.8%
p	191	4.5%
a	185	4.4%
m	174	4.1%
Other values (42)	1813	42.9%

Common

Value	Count	Frequency (%)
/	427	27.5%
.	220	14.2%
:	182	11.7%
0	70	4.5%
-	68	4.4%
1	66	4.3%
5	62	4.0%
%	57	3.7%
9	54	3.5%
8	51	3.3%
Other values (11)	294	19.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5778	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	427	7.4%
t	409	7.1%
s	309	5.3%
e	266	4.6%
o	234	4.0%
h	223	3.9%
w	221	3.8%
.	220	3.8%
i	202	3.5%
p	191	3.3%
Other values (63)	3076	53.2%

_embedded_show_weight
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	47
Distinct (%)	35.9%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	43.03053435

Minimum	1
Maximum	100
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1
5-th percentile	4.5
Q1	23.5
median	43
Q3	57.5
95-th percentile	96
Maximum	100
Range	99
Interquartile range (IQR)	34

Descriptive statistics

Standard deviation	27.53569402
Coefficient of variation (CV)	0.6399105759
Kurtosis	-0.5783950061
Mean	43.03053435
Median Absolute Deviation (MAD)	19
Skewness	0.510461341
Sum	5637
Variance	758.2144451
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=47)

Value	Count	Frequency (%)
43	8	6.1%
54	8	6.1%
96	8	6.1%
45	7	5.3%
44	6	4.6%
15	6	4.6%
29	5	3.8%
25	5	3.8%
34	5	3.8%
79	5	3.8%
Other values (37)	68	51.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1	3	2.3%
2	3	2.3%
3	1	0.8%
6	2	1.5%
7	2	1.5%
8	4	3.1%
10	2	1.5%
11	1	0.8%
14	2	1.5%
15	6	4.6%

Value	Count	Frequency (%)
100	3	2.3%
96	8	6.1%
93	2	1.5%
90	1	0.8%
87	2	1.5%
79	5	3.8%
73	1	0.8%
71	2	1.5%
70	1	0.8%
67	1	0.8%

_embedded_show_dvdCountry
Categorical

HIGH CORRELATION
HIGH CORRELATION

Distinct	2
Distinct (%)	1.5%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

nan	130
{'name': 'Korea, Republic of', 'code': 'KR', 'timezone': 'Asia/Seoul'}	1

Length

Max length	70
Median length	3
Mean length	3.511450382
Min length	3

Characters and Unicode

Total characters	460
Distinct characters	28
Distinct categories	6 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	1 ?
Unique (%)	0.8%

Sample

1st row	nan
2nd row	nan
3rd row	nan
4th row	nan
5th row	nan

Common Values

Value	Count	Frequency (%)
nan	130	99.2%
{'name': 'Korea, Republic of', 'code': 'KR', 'timezone': 'Asia/Seoul'}	1	0.8%

Length

Histogram of lengths of the category

Category Frequency Plot

Value	Count	Frequency (%)
nan	130	94.2%
name	1	0.7%
korea	1	0.7%
republic	1	0.7%
of	1	0.7%
code	1	0.7%
kr	1	0.7%
timezone	1	0.7%
asia/seoul	1	0.7%

Most occurring characters

Value	Count	Frequency (%)
n	262	57.0%
a	133	28.9%
'	12	2.6%
e	7	1.5%
	7	1.5%
o	5	1.1%
i	3	0.7%
:	3	0.7%
,	3	0.7%
R	2	0.4%
Other values (18)	23	5.0%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	426	92.6%
Other Punctuation	19	4.1%
Space Separator	7	1.5%
Uppercase Letter	6	1.3%
Open Punctuation	1	0.2%
Close Punctuation	1	0.2%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
n	262	61.5%
a	133	31.2%
e	7	1.6%
o	5	1.2%
i	3	0.7%
c	2	0.5%
l	2	0.5%
u	2	0.5%
m	2	0.5%
p	1	0.2%
Other values (7)	7	1.6%

Other Punctuation

Value	Count	Frequency (%)
'	12	63.2%
:	3	15.8%
,	3	15.8%
/	1	5.3%

Uppercase Letter

Value	Count	Frequency (%)
R	2	33.3%
K	2	33.3%
A	1	16.7%
S	1	16.7%

Space Separator

Value	Count	Frequency (%)
	7	100.0%

Open Punctuation

Value	Count	Frequency (%)
{	1	100.0%

Close Punctuation

Value	Count	Frequency (%)
}	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	432	93.9%
Common	28	6.1%

Most frequent character per script

Latin

Value	Count	Frequency (%)
n	262	60.6%
a	133	30.8%
e	7	1.6%
o	5	1.2%
i	3	0.7%
R	2	0.5%
c	2	0.5%
l	2	0.5%
u	2	0.5%
K	2	0.5%
Other values (11)	12	2.8%

Common

Value	Count	Frequency (%)
'	12	42.9%
	7	25.0%
:	3	10.7%
,	3	10.7%
{	1	3.6%
/	1	3.6%
}	1	3.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	460	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
n	262	57.0%
a	133	28.9%
'	12	2.6%
e	7	1.5%
	7	1.5%
o	5	1.1%
i	3	0.7%
:	3	0.7%
,	3	0.7%
R	2	0.4%
Other values (18)	23	5.0%

_embedded_show_summary
Categorical

HIGH CARDINALITY
HIGH CORRELATION
HIGH CORRELATION

Distinct	70
Distinct (%)	53.4%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

nan	17
<p>Curious about his uncle's past, Wu Xie watched a mysterious videotape, only to find himself mixed up in an elaborate conspiracy. In his adventures, he encountered Zhang Qi Ling, Xie Yu Chen, and others. </p>	8
<p>With his two friends, a video-game-obsessed young man finds himself in a strange version of Tokyo where they must compete in dangerous games to survive.</p>	8
<p><b>Shikol</b> is the story of a extremely beautiful girl with extremely bad luck. Beauty seems enemy in her case. The role of fate dominates the story. The protagonist Nandini's struggle, love, seduction & suffering are the key features of this story.</p>	7
<p><b>House of Ho</b> follows multi-generational Ho family, led by patriarch Binh Ho and his wife, Hue Ho, the power couple immigrated from Vietnam to the United States with little money, relying on hard work to establish the ultimate American dream. They have built a multi-million dollar bank, a real estate development company and a new generation of American Ho's. The series pulls back the curtain of their lavish Houston lifestyle and showcases the tight family connections that unite them as well as the multi-generational outrageous drama that ensues. While Binh and Hue have laid down a golden foundation for their children, Judy Ho and Washington Ho (yes, named after the nation's founding father and whose kids are named Lincoln and Roosevelt), they are not exempt from the constant pressure to achieve and to live up to their parents' lofty expectations. Despite the power struggles, at the end of the day, the Ho household is filled with love, laughter, and a few designer handbags, of course.</p>	7
Other values (65)	84

Length

Max length	1010
Median length	621
Mean length	341.4503817
Min length	3

Characters and Unicode

Total characters	44730
Distinct characters	89
Distinct categories	12 ?
Distinct scripts	2 ?
Distinct blocks	3 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	50 ?
Unique (%)	38.2%

Sample

1st row	nan
2nd row	<p><b>Sim for You</b> is a reality series that chronicles each EXO member's life and reveal stories from their everyday life as a series.</p>
3rd row	nan
4th row	<p>When terminal cancer patient Zhenya unexpectedly receives a clean bill of health, she can't believe it. She's in remission. But then her life implodes. Homeless, unemployed, and newly single - she stumbles across a list she wrote while she was sick of things she wanted to do when she got better. 257 of them - and now she won't give up until she checks off them all!</p>
5th row	<p>This is not an interview, this is a confession. Revelations of the artist in the form of a monologue. The guest's opinion may not coincide with the opinion of the PREMIER platform editorial board.</p>

Common Values

Value	Count	Frequency (%)
nan	17	13.0%
<p>Curious about his uncle's past, Wu Xie watched a mysterious videotape, only to find himself mixed up in an elaborate conspiracy. In his adventures, he encountered Zhang Qi Ling, Xie Yu Chen, and others. </p>	8	6.1%
<p>With his two friends, a video-game-obsessed young man finds himself in a strange version of Tokyo where they must compete in dangerous games to survive.</p>	8	6.1%
<p><b>Shikol</b> is the story of a extremely beautiful girl with extremely bad luck. Beauty seems enemy in her case. The role of fate dominates the story. The protagonist Nandini's struggle, love, seduction & suffering are the key features of this story.</p>	7	5.3%
<p><b>House of Ho</b> follows multi-generational Ho family, led by patriarch Binh Ho and his wife, Hue Ho, the power couple immigrated from Vietnam to the United States with little money, relying on hard work to establish the ultimate American dream. They have built a multi-million dollar bank, a real estate development company and a new generation of American Ho's. The series pulls back the curtain of their lavish Houston lifestyle and showcases the tight family connections that unite them as well as the multi-generational outrageous drama that ensues. While Binh and Hue have laid down a golden foundation for their children, Judy Ho and Washington Ho (yes, named after the nation's founding father and whose kids are named Lincoln and Roosevelt), they are not exempt from the constant pressure to achieve and to live up to their parents' lofty expectations. Despite the power struggles, at the end of the day, the Ho household is filled with love, laughter, and a few designer handbags, of course.</p>	7	5.3%
<p>Set in a world of anthropomorphic animals, Summer Camp Island follows two best friends Oscar, and Hedgehog, and Oscar who are dropped off at a surreal summer camp. The camp is a host to many odd occurrences such as: camp counselors who are composed of popular girls who know magic, horses that transform into unicorns, talking sharks, post-it notes that lead to other dimensions and nosy monsters that live under the bed. Oscar and Hedgehog must contend with these out of place events and make their stay at camp worthwhile.</p>	4	3.1%
<p>‎The fashion company faced a crisis. Sun Chi, the young owner of the company, at a critical moment took over the management and became the new CEO. He promised his father that in three months he would be able to promote the project "promoting fashion" that will help to get out of the crisis. ‎ </p><p>‎Gio Intao, who wanted to be the queen of the fashion industry, by coincidence got into the company and became subordinate to the "devil", a young gene. Director Sun Chi.‎ </p><p>‎Sun Chi and Xiao Intao led a fashion company to resolve the crisis and open new markets, allowing Chinese fashion brands to enter the global market step by step. At the same time, they begin to feel each other.‎</p>	4	3.1%
<p><b>12 Dates of Christmas</b> is a holiday-inspired dating series set in a stunning winter wonderland. The series follows a cast of singles as they step into a real-life romantic comedy full of cozy sweaters, fireside cuddles, and mistletoe kisses, all arranged to help these souls find love - just in time for the holidays.</p>	2	1.5%
<p>‎Shen Moo, has no idea what adventures she will face. Beauty, is one of the best observers of Internet resources, but soon, in her head creeps the idea that in the universe there are mermaids. It's hard to believe, but for some reason, she can't get it out of her mind. Soon, she will have to take responsibility to prove their existence, otherwise, the dispute with the professor will turn out to be a real failure for the heroine. Together with the rescue team, they went to help the victims in The Xine Bay. Meet Ahn Xin - an athlete, will turn her reality. Unbelievable, but the guy is perceived as a mermaid. Of course, Mu Xin liked it madly, because she found a key witness and will be able to insist on her own. However, the mermaid man does his best to avoid revealing his real world.‎</p>	2	1.5%
<p>FUN EDUCATIONAL videos for children! Kids will learn colors, learn shapes, learn numbers, learn letters, the alphabet, abc's and so much more with Blippi's nursery rhymes, educational songs, and educational videos! Blippi ties in things children love like Backhoes, Tractors, Planes, Trains, Animals, Boats, Unicorns, Construction Equipment, Firetrucks, Horses, and the list goes on! Incorporating cartoons and animation with real life footage!</p>	2	1.5%
Other values (60)	70	53.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
the	409	5.5%
and	278	3.7%
a	259	3.5%
of	211	2.8%
to	196	2.6%
in	137	1.8%
with	88	1.2%
is	86	1.2%
his	82	1.1%
that	67	0.9%
Other values (1681)	5663	75.7%

Most occurring characters

Value	Count	Frequency (%)
	7324	16.4%
e	4210	9.4%
t	2828	6.3%
a	2787	6.2%
o	2633	5.9%
n	2597	5.8%
i	2520	5.6%
s	2295	5.1%
r	1951	4.4%
h	1848	4.1%
Other values (79)	13737	30.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	33860	75.7%
Space Separator	7355	16.4%
Uppercase Letter	1298	2.9%
Other Punctuation	1267	2.8%
Math Symbol	740	1.7%
Dash Punctuation	102	0.2%
Format	40	0.1%
Decimal Number	36	0.1%
Close Punctuation	15	< 0.1%
Open Punctuation	15	< 0.1%
Other values (2)	2	< 0.1%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
e	4210	12.4%
t	2828	8.4%
a	2787	8.2%
o	2633	7.8%
n	2597	7.7%
i	2520	7.4%
s	2295	6.8%
r	1951	5.8%
h	1848	5.5%
l	1380	4.1%
Other values (21)	8811	26.0%

Uppercase Letter

Value	Count	Frequency (%)
S	135	10.4%
H	133	10.2%
T	128	9.9%
C	74	5.7%
A	66	5.1%
B	64	4.9%
W	61	4.7%
L	59	4.5%
X	53	4.1%
D	52	4.0%
Other values (16)	473	36.4%

Other Punctuation

Value	Count	Frequency (%)
,	503	39.7%
.	360	28.4%
/	193	15.2%
'	106	8.4%
"	38	3.0%
!	21	1.7%
;	12	0.9%
:	11	0.9%
?	10	0.8%
&	10	0.8%
Other values (2)	3	0.2%

Decimal Number

Value	Count	Frequency (%)
2	11	30.6%
0	11	30.6%
1	5	13.9%
5	3	8.3%
4	3	8.3%
7	1	2.8%
3	1	2.8%
8	1	2.8%

Dash Punctuation

Value	Count	Frequency (%)
-	83	81.4%
—	15	14.7%
–	4	3.9%

Space Separator

Value	Count	Frequency (%)
	7324	99.6%
	31	0.4%

Math Symbol

Value	Count	Frequency (%)
>	370	50.0%
<	370	50.0%

Format

Value	Count	Frequency (%)
‎	40	100.0%

Close Punctuation

Value	Count	Frequency (%)
)	15	100.0%

Open Punctuation

Value	Count	Frequency (%)
(	15	100.0%

Initial Punctuation

Value	Count	Frequency (%)
‘	1	100.0%

Currency Symbol

Value	Count	Frequency (%)
$	1	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	35158	78.6%
Common	9572	21.4%

Most frequent character per script

Latin

Value	Count	Frequency (%)
e	4210	12.0%
t	2828	8.0%
a	2787	7.9%
o	2633	7.5%
n	2597	7.4%
i	2520	7.2%
s	2295	6.5%
r	1951	5.5%
h	1848	5.3%
l	1380	3.9%
Other values (47)	10109	28.8%

Common

Value	Count	Frequency (%)
	7324	76.5%
,	503	5.3%
>	370	3.9%
<	370	3.9%
.	360	3.8%
/	193	2.0%
'	106	1.1%
-	83	0.9%
‎	40	0.4%
"	38	0.4%
Other values (22)	185	1.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	44632	99.8%
Punctuation	61	0.1%
None	37	0.1%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
	7324	16.4%
e	4210	9.4%
t	2828	6.3%
a	2787	6.2%
o	2633	5.9%
n	2597	5.8%
i	2520	5.6%
s	2295	5.1%
r	1951	4.4%
h	1848	4.1%
Other values (68)	13639	30.6%

Punctuation

Value	Count	Frequency (%)
‎	40	65.6%
—	15	24.6%
–	4	6.6%
‘	1	1.6%
…	1	1.6%

None

Value	Count	Frequency (%)
	31	83.8%
ø	2	5.4%
å	1	2.7%
ã	1	2.7%
ê	1	2.7%
é	1	2.7%

_embedded_show_updated
Real number (ℝ_≥0)

HIGH CORRELATION

Distinct	84
Distinct (%)	64.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%
Mean	1633324544

Minimum	1607167585
Maximum	1652126507
Zeros	0
Zeros (%)	0.0%
Negative	0
Negative (%)	0.0%
Memory size	1.1 KiB

Quantile statistics

Minimum	1607167585
5-th percentile	1607641557
Q1	1612709204
median	1640938387
Q3	1648760166
95-th percentile	1651933269
Maximum	1652126507
Range	44958922
Interquartile range (IQR)	36050961.5

Descriptive statistics

Standard deviation	17646606.97
Coefficient of variation (CV)	0.01080410322
Kurtosis	-1.617319651
Mean	1633324544
Median Absolute Deviation (MAD)	10133467
Skewness	-0.4319291721
Sum	2.139655153 × 10¹¹
Variance	3.114027376 × 10¹⁴
Monotonicity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1648309597	8	6.1%
1649178084	8	6.1%
1607641557	7	5.3%
1613487017	7	5.3%
1639300202	4	3.1%
1609671640	4	3.1%
1644762005	2	1.5%
1609648885	2	1.5%
1648190058	2	1.5%
1609641018	2	1.5%
Other values (74)	85	64.9%

Minimum 10 values
Maximum 10 values

Value	Count	Frequency (%)
1607167585	1	0.8%
1607627212	1	0.8%
1607638381	1	0.8%
1607638771	1	0.8%
1607641557	7	5.3%
1607964656	1	0.8%
1608331908	1	0.8%
1608334302	1	0.8%
1608499007	1	0.8%
1609105138	1	0.8%

Value	Count	Frequency (%)
1652126507	1	0.8%
1652067931	2	1.5%
1652016543	1	0.8%
1651981343	1	0.8%
1651936479	1	0.8%
1651933329	1	0.8%
1651933209	1	0.8%
1651777316	1	0.8%
1651764195	1	0.8%
1651749165	1	0.8%

_links_self_href
Categorical

HIGH CARDINALITY
UNIFORM
UNIQUE

Distinct	131
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Memory size	1.1 KiB

https://api.tvmaze.com/episodes/1977902	1
https://api.tvmaze.com/episodes/2001669	1
https://api.tvmaze.com/episodes/2001667	1
https://api.tvmaze.com/episodes/2001666	1
https://api.tvmaze.com/episodes/2001665	1
Other values (126)	126

Length

Max length	39
Median length	39
Mean length	39
Min length	39

Characters and Unicode

Total characters	5109
Distinct characters	26
Distinct categories	3 ?
Distinct scripts	2 ?
Distinct blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Unique

Unique	131 ?
Unique (%)	100.0%

Sample

1st row	https://api.tvmaze.com/episodes/1977902
2nd row	https://api.tvmaze.com/episodes/2015818
3rd row	https://api.tvmaze.com/episodes/1964000
4th row	https://api.tvmaze.com/episodes/1995405
5th row	https://api.tvmaze.com/episodes/2007760

Common Values

Value	Count	Frequency (%)
https://api.tvmaze.com/episodes/1977902	1	0.8%
https://api.tvmaze.com/episodes/2001669	1	0.8%
https://api.tvmaze.com/episodes/2001667	1	0.8%
https://api.tvmaze.com/episodes/2001666	1	0.8%
https://api.tvmaze.com/episodes/2001665	1	0.8%
https://api.tvmaze.com/episodes/2000073	1	0.8%
https://api.tvmaze.com/episodes/2000072	1	0.8%
https://api.tvmaze.com/episodes/1997538	1	0.8%
https://api.tvmaze.com/episodes/1997537	1	0.8%
https://api.tvmaze.com/episodes/1988405	1	0.8%
Other values (121)	121	92.4%

Length

Histogram of lengths of the category

Value	Count	Frequency (%)
https://api.tvmaze.com/episodes/1977902	1	0.8%
https://api.tvmaze.com/episodes/2312225	1	0.8%
https://api.tvmaze.com/episodes/1964000	1	0.8%
https://api.tvmaze.com/episodes/1995405	1	0.8%
https://api.tvmaze.com/episodes/2007760	1	0.8%
https://api.tvmaze.com/episodes/1985789	1	0.8%
https://api.tvmaze.com/episodes/2039622	1	0.8%
https://api.tvmaze.com/episodes/2039623	1	0.8%
https://api.tvmaze.com/episodes/2324427	1	0.8%
https://api.tvmaze.com/episodes/2324428	1	0.8%
Other values (121)	121	92.4%

Most occurring characters

Value	Count	Frequency (%)
/	524	10.3%
p	393	7.7%
s	393	7.7%
e	393	7.7%
t	393	7.7%
o	262	5.1%
a	262	5.1%
i	262	5.1%
.	262	5.1%
m	262	5.1%
Other values (16)	1703	33.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	3275	64.1%
Other Punctuation	917	17.9%
Decimal Number	917	17.9%

Most frequent character per category

Lowercase Letter

Value	Count	Frequency (%)
p	393	12.0%
s	393	12.0%
e	393	12.0%
t	393	12.0%
o	262	8.0%
a	262	8.0%
i	262	8.0%
m	262	8.0%
h	131	4.0%
d	131	4.0%
Other values (3)	393	12.0%

Decimal Number

Value	Count	Frequency (%)
2	142	15.5%
9	141	15.4%
0	124	13.5%
1	111	12.1%
3	78	8.5%
6	74	8.1%
8	71	7.7%
4	61	6.7%
7	60	6.5%
5	55	6.0%

Other Punctuation

Value	Count	Frequency (%)
/	524	57.1%
.	262	28.6%
:	131	14.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	3275	64.1%
Common	1834	35.9%

Most frequent character per script

Common

Value	Count	Frequency (%)
/	524	28.6%
.	262	14.3%
2	142	7.7%
9	141	7.7%
:	131	7.1%
0	124	6.8%
1	111	6.1%
3	78	4.3%
6	74	4.0%
8	71	3.9%
Other values (3)	176	9.6%

Latin

Value	Count	Frequency (%)
p	393	12.0%
s	393	12.0%
e	393	12.0%
t	393	12.0%
o	262	8.0%
a	262	8.0%
i	262	8.0%
m	262	8.0%
h	131	4.0%
d	131	4.0%
Other values (3)	393	12.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	5109	100.0%

Most frequent character per block

ASCII

Value	Count	Frequency (%)
/	524	10.3%
p	393	7.7%
s	393	7.7%
e	393	7.7%
t	393	7.7%
o	262	5.1%
a	262	5.1%
i	262	5.1%
.	262	5.1%
m	262	5.1%
Other values (16)	1703	33.3%

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

A simple visualization of nullity by column.

Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.

The correlation heatmap measures nullity correlation: how strongly the presence or absence of one variable affects the presence of another.

The dendrogram allows you to more fully correlate variable completion, revealing trends deeper than the pairwise ones visible in the correlation heatmap.

First rows

	id	url	name	season	number	type	airdate	airtime	airstamp	runtime	image	summary	_embedded_show_id	_embedded_show_url	_embedded_show_name	_embedded_show_type	_embedded_show_language	_embedded_show_genres	_embedded_show_status	_embedded_show_runtime	_embedded_show_averageRuntime	_embedded_show_premiered	_embedded_show_ended	_embedded_show_officialSite	_embedded_show_weight	_embedded_show_dvdCountry	_embedded_show_summary	_embedded_show_updated	_links_self_href
0	1993635	https://www.tvmaze.com/episodes/1993635/azbuki-smesarikov-16x07-podarok	Подарок	16.0	7.0	regular	2020-12-10	08:10	2020-12-09T20:10:00+00:00	3.0	None	nan	34010	https://www.tvmaze.com/shows/34010/azbuki-smesarikov	Азбуки Смешариков	Animation	Russian	['Children', 'Family']	Running	NaN	3.0	2006-10-11	nan	http://www.smeshariki.ru	66.0	nan	nan	1.609105e+09	https://api.tvmaze.com/episodes/1977902
1	1988858	https://www.tvmaze.com/episodes/1988858/sim-for-you-4x20-chanyeols-episode-20	Chanyeol's Episode 20	4.0	20.0	regular	2020-12-10	06:00	2020-12-09T21:00:00+00:00	16.0	None	<p><b>#Seriously mouth watering #Camping Mates formed(?) #NPC On the Block</b></p>	41648	https://www.tvmaze.com/shows/41648/sim-for-you	Sim for You	Reality	Korean	[]	Running	16.0	16.0	2019-03-25	nan	https://www.vlive.tv/video/121637	71.0	nan	<p><b>Sim for You</b> is a reality series that chronicles each EXO member's life and reveal stories from their everyday life as a series.</p>	1.608499e+09	https://api.tvmaze.com/episodes/2015818
2	1983840	https://www.tvmaze.com/episodes/1983840/troe-iz-prostokvasino-s02-special-alenkij-cvetocek	Аленький цветочек	2.0	NaN	significant_special	2020-12-10	nan	2020-12-10T00:00:00+00:00	19.0	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/721274.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/721274.jpg'}	nan	10892	https://www.tvmaze.com/shows/10892/troe-iz-prostokvasino	Трое из Простоквашино	Animation	Russian	['Children', 'Family']	Running	7.0	15.0	1978-06-10	nan	https://okko.tv/serial/prostokvashino	41.0	nan	nan	1.651339e+09	https://api.tvmaze.com/episodes/1964000
3	1963997	https://www.tvmaze.com/episodes/1963997/257-pricin-ctoby-zit-2x07-seria-20	Серия 20	2.0	7.0	regular	2020-12-10	nan	2020-12-10T00:00:00+00:00	25.0	None	nan	43722	https://www.tvmaze.com/shows/43722/257-pricin-ctoby-zit	257 причин, чтобы жить	Scripted	Russian	['Drama', 'Comedy']	Ended	25.0	24.0	2020-03-26	2021-01-21	https://start.ru/watch/257-prichin-chtoby-zhit	38.0	nan	<p>When terminal cancer patient Zhenya unexpectedly receives a clean bill of health, she can't believe it. She's in remission. But then her life implodes. Homeless, unemployed, and newly single - she stumbles across a list she wrote while she was sick of things she wanted to do when she got better. 257 of them - and now she won't give up until she checks off them all!</p>	1.617284e+09	https://api.tvmaze.com/episodes/1995405
4	2053349	https://www.tvmaze.com/episodes/2053349/ispoved-1x07-irina-bezrukova	Ирина Безрукова	1.0	7.0	regular	2020-12-10	12:00	2020-12-10T00:00:00+00:00	48.0	None	nan	48683	https://www.tvmaze.com/shows/48683/ispoved	Исповедь	Documentary	Russian	[]	Ended	48.0	47.0	2020-05-11	2021-02-08	https://premier.one/collections/134	2.0	nan	<p>This is not an interview, this is a confession. Revelations of the artist in the form of a monologue. The guest's opinion may not coincide with the opinion of the PREMIER platform editorial board.</p>	1.637062e+09	https://api.tvmaze.com/episodes/2007760
5	1960727	https://www.tvmaze.com/episodes/1960727/psih-1x06-opustosenie	Опустошение	1.0	6.0	regular	2020-12-10	12:00	2020-12-10T00:00:00+00:00	55.0	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/301/752691.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/301/752691.jpg'}	nan	49280	https://www.tvmaze.com/shows/49280/psih	Псих	Scripted	Russian	['Drama', 'Thriller']	Ended	62.0	62.0	2020-11-05	2020-12-24	https://more.tv/psih	29.0	nan	<p>Oleg is a metropolitan psychotherapist. Clients of the central district of Moscow line up to him. Only lately Oleg doesn't like them, he tolerates them. Midlife crisis, life with mom at 40, loss of self-esteem, drug addiction, irritability and growing aggression. None of the clients are aware of his problems. From the outside, he seems successful, happily married, wealthy. Nobody knows the truth.</p><p> </p><p>A year ago, his wife went missing. She has been gone for 384 days.</p>	1.619195e+09	https://api.tvmaze.com/episodes/1985789
6	1954454	https://www.tvmaze.com/episodes/1954454/serlok-v-rossii-1x08-serdce-holmsa-ii	Сердце Холмса II	1.0	8.0	regular	2020-12-10	nan	2020-12-10T00:00:00+00:00	50.0	None	nan	49422	https://www.tvmaze.com/shows/49422/serlok-v-rossii	Шерлок в России	Scripted	Russian	['Crime', 'Mystery']	To Be Determined	52.0	51.0	2020-10-22	nan	https://start.ru/watch/sherlok-v-rossii	38.0	nan	nan	1.643091e+09	https://api.tvmaze.com/episodes/2039622
7	1981561	https://www.tvmaze.com/episodes/1981561/volk-1x03-seria-03	Серия 03	1.0	3.0	regular	2020-12-10	nan	2020-12-10T00:00:00+00:00	48.0	None	nan	52181	https://www.tvmaze.com/shows/52181/volk	Волк	Scripted	Russian	['Drama', 'Adventure', 'Mystery']	Ended	51.0	50.0	2020-12-07	2020-12-28	https://premier.one/show/12339	25.0	nan	nan	1.640436e+09	https://api.tvmaze.com/episodes/2039623
8	1981562	https://www.tvmaze.com/episodes/1981562/volk-1x04-seria-04	Серия 04	1.0	4.0	regular	2020-12-10	nan	2020-12-10T00:00:00+00:00	49.0	None	nan	52181	https://www.tvmaze.com/shows/52181/volk	Волк	Scripted	Russian	['Drama', 'Adventure', 'Mystery']	Ended	51.0	50.0	2020-12-07	2020-12-28	https://premier.one/show/12339	25.0	nan	nan	1.640436e+09	https://api.tvmaze.com/episodes/2324427
9	1986872	https://www.tvmaze.com/episodes/1986872/kotiki-1x09-seria-9	Серия 9	1.0	9.0	regular	2020-12-10	nan	2020-12-10T00:00:00+00:00	12.0	None	nan	52198	https://www.tvmaze.com/shows/52198/kotiki	Котики	Scripted	Russian	['Comedy']	Ended	12.0	12.0	2020-11-30	2020-12-11	http://epic-media.ru/project/kotiki	15.0	nan	nan	1.637555e+09	https://api.tvmaze.com/episodes/2324428

Last rows

	id	url	name	season	number	type	airdate	airtime	airstamp	runtime	image	summary	_embedded_show_id	_embedded_show_url	_embedded_show_name	_embedded_show_type	_embedded_show_language	_embedded_show_genres	_embedded_show_status	_embedded_show_runtime	_embedded_show_averageRuntime	_embedded_show_premiered	_embedded_show_ended	_embedded_show_officialSite	_embedded_show_weight	_embedded_show_dvdCountry	_embedded_show_summary	_embedded_show_updated	_links_self_href
121	1983842	https://www.tvmaze.com/episodes/1983842/house-of-ho-1x03-ho-lotta-gossip	Ho Lotta Gossip	1.0	3.0	regular	2020-12-10	nan	2020-12-10T17:00:00+00:00	29.0	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720562.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720562.jpg'}	<p>As Judy reluctantly accepts the keys to the house her father built for her, she feels the weight of her mother's judgments about her divorce and, later, confesses a secret that stuns her parents. Faced with an ever-unreliable husband, Lesley takes the party-planning reigns for Binh's retirement celebration, but her father-in-law soon reveals that the festivities may be preemptive.</p>	44654	https://www.tvmaze.com/shows/44654/house-of-ho	House of Ho	Reality	English	[]	Ended	NaN	32.0	2020-12-10	2020-12-10	https://play.hbomax.com/series/urn:hbo:series:GXvTTlQwJdcLDGQEAAAMj	43.0	nan	<p><b>House of Ho</b> follows multi-generational Ho family, led by patriarch Binh Ho and his wife, Hue Ho, the power couple immigrated from Vietnam to the United States with little money, relying on hard work to establish the ultimate American dream. They have built a multi-million dollar bank, a real estate development company and a new generation of American Ho's. The series pulls back the curtain of their lavish Houston lifestyle and showcases the tight family connections that unite them as well as the multi-generational outrageous drama that ensues. While Binh and Hue have laid down a golden foundation for their children, Judy Ho and Washington Ho (yes, named after the nation's founding father and whose kids are named Lincoln and Roosevelt), they are not exempt from the constant pressure to achieve and to live up to their parents' lofty expectations. Despite the power struggles, at the end of the day, the Ho household is filled with love, laughter, and a few designer handbags, of course.</p>	1.607642e+09	https://api.tvmaze.com/episodes/2234297
122	1983843	https://www.tvmaze.com/episodes/1983843/house-of-ho-1x04-ho-listic	Ho-listic	1.0	4.0	regular	2020-12-10	nan	2020-12-10T17:00:00+00:00	33.0	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720561.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720561.jpg'}	<p>Judy challenges her father to see her as an adult and accept her relationship with Dr. Nate. Washington turns to his mother for help when his attempt to win Lesley over with lavish gifts backfires.</p>	44654	https://www.tvmaze.com/shows/44654/house-of-ho	House of Ho	Reality	English	[]	Ended	NaN	32.0	2020-12-10	2020-12-10	https://play.hbomax.com/series/urn:hbo:series:GXvTTlQwJdcLDGQEAAAMj	43.0	nan	<p><b>House of Ho</b> follows multi-generational Ho family, led by patriarch Binh Ho and his wife, Hue Ho, the power couple immigrated from Vietnam to the United States with little money, relying on hard work to establish the ultimate American dream. They have built a multi-million dollar bank, a real estate development company and a new generation of American Ho's. The series pulls back the curtain of their lavish Houston lifestyle and showcases the tight family connections that unite them as well as the multi-generational outrageous drama that ensues. While Binh and Hue have laid down a golden foundation for their children, Judy Ho and Washington Ho (yes, named after the nation's founding father and whose kids are named Lincoln and Roosevelt), they are not exempt from the constant pressure to achieve and to live up to their parents' lofty expectations. Despite the power struggles, at the end of the day, the Ho household is filled with love, laughter, and a few designer handbags, of course.</p>	1.607642e+09	https://api.tvmaze.com/episodes/2236494
123	1983844	https://www.tvmaze.com/episodes/1983844/house-of-ho-1x05-duck-duck-ho	Duck, Duck Ho	1.0	5.0	regular	2020-12-10	nan	2020-12-10T17:00:00+00:00	32.0	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720560.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720560.jpg'}	<p>A boys-only hunting trip offers a rare appearance by Binh's youngest child Reagan, who isn't afraid to speak his mind. Meanwhile, Lesley begs the Ho women for help in corralling her out-of-control husband, revealing a shameful and shocking family secret in the process.</p>	44654	https://www.tvmaze.com/shows/44654/house-of-ho	House of Ho	Reality	English	[]	Ended	NaN	32.0	2020-12-10	2020-12-10	https://play.hbomax.com/series/urn:hbo:series:GXvTTlQwJdcLDGQEAAAMj	43.0	nan	<p><b>House of Ho</b> follows multi-generational Ho family, led by patriarch Binh Ho and his wife, Hue Ho, the power couple immigrated from Vietnam to the United States with little money, relying on hard work to establish the ultimate American dream. They have built a multi-million dollar bank, a real estate development company and a new generation of American Ho's. The series pulls back the curtain of their lavish Houston lifestyle and showcases the tight family connections that unite them as well as the multi-generational outrageous drama that ensues. While Binh and Hue have laid down a golden foundation for their children, Judy Ho and Washington Ho (yes, named after the nation's founding father and whose kids are named Lincoln and Roosevelt), they are not exempt from the constant pressure to achieve and to live up to their parents' lofty expectations. Despite the power struggles, at the end of the day, the Ho household is filled with love, laughter, and a few designer handbags, of course.</p>	1.607642e+09	https://api.tvmaze.com/episodes/1977423
124	1983845	https://www.tvmaze.com/episodes/1983845/house-of-ho-1x06-new-year-new-ho	New Year, New Ho	1.0	6.0	regular	2020-12-10	nan	2020-12-10T17:00:00+00:00	34.0	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720559.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720559.jpg'}	<p>Judy hosts a lively party at her house to celebrate Lunar New Year, but thanks to her parents, her boyfriend is nowhere to be found. Meanwhile, Washington's drinking becomes a family matter when he seeks his father's advice, forcing Wash to contemplate whether his loyalty falls with his family's expectations, or with the needs of his wife.</p>	44654	https://www.tvmaze.com/shows/44654/house-of-ho	House of Ho	Reality	English	[]	Ended	NaN	32.0	2020-12-10	2020-12-10	https://play.hbomax.com/series/urn:hbo:series:GXvTTlQwJdcLDGQEAAAMj	43.0	nan	<p><b>House of Ho</b> follows multi-generational Ho family, led by patriarch Binh Ho and his wife, Hue Ho, the power couple immigrated from Vietnam to the United States with little money, relying on hard work to establish the ultimate American dream. They have built a multi-million dollar bank, a real estate development company and a new generation of American Ho's. The series pulls back the curtain of their lavish Houston lifestyle and showcases the tight family connections that unite them as well as the multi-generational outrageous drama that ensues. While Binh and Hue have laid down a golden foundation for their children, Judy Ho and Washington Ho (yes, named after the nation's founding father and whose kids are named Lincoln and Roosevelt), they are not exempt from the constant pressure to achieve and to live up to their parents' lofty expectations. Despite the power struggles, at the end of the day, the Ho household is filled with love, laughter, and a few designer handbags, of course.</p>	1.607642e+09	https://api.tvmaze.com/episodes/1976649
125	1983846	https://www.tvmaze.com/episodes/1983846/house-of-ho-1x07-the-big-four-ho	The Big Four-Ho	1.0	7.0	regular	2020-12-10	nan	2020-12-10T17:00:00+00:00	30.0	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/288/720558.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/288/720558.jpg'}	<p>As Judy's 40th birthday approaches, she invites her parents to meet her boyfriend on her terms. Meanwhile, Washington is rocked by shocking news from his father, and Dr. Nate drops a bomb that will change the Ho family forever.</p>	44654	https://www.tvmaze.com/shows/44654/house-of-ho	House of Ho	Reality	English	[]	Ended	NaN	32.0	2020-12-10	2020-12-10	https://play.hbomax.com/series/urn:hbo:series:GXvTTlQwJdcLDGQEAAAMj	43.0	nan	<p><b>House of Ho</b> follows multi-generational Ho family, led by patriarch Binh Ho and his wife, Hue Ho, the power couple immigrated from Vietnam to the United States with little money, relying on hard work to establish the ultimate American dream. They have built a multi-million dollar bank, a real estate development company and a new generation of American Ho's. The series pulls back the curtain of their lavish Houston lifestyle and showcases the tight family connections that unite them as well as the multi-generational outrageous drama that ensues. While Binh and Hue have laid down a golden foundation for their children, Judy Ho and Washington Ho (yes, named after the nation's founding father and whose kids are named Lincoln and Roosevelt), they are not exempt from the constant pressure to achieve and to live up to their parents' lofty expectations. Despite the power struggles, at the end of the day, the Ho household is filled with love, laughter, and a few designer handbags, of course.</p>	1.607642e+09	https://api.tvmaze.com/episodes/2005096
126	1969366	https://www.tvmaze.com/episodes/1969366/12-dates-of-christmas-1x07-take-me-ho-ho-home	Take Me Ho Ho Home	1.0	7.0	regular	2020-12-10	nan	2020-12-10T17:00:00+00:00	NaN	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/289/723342.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/289/723342.jpg'}	<p>It's out of the castle and into the real world for the 11th date of Christmas! While Chad and Faith surprise their families with special newcomers, Garrett makes a decision that shocks everyone.</p>	45470	https://www.tvmaze.com/shows/45470/12-dates-of-christmas	12 Dates of Christmas	Reality	English	['Romance']	To Be Determined	NaN	43.0	2020-11-26	nan	https://play.hbomax.com/series/urn:hbo:series:GX6MzzwZycJYSwwEAAALF	44.0	nan	<p><b>12 Dates of Christmas</b> is a holiday-inspired dating series set in a stunning winter wonderland. The series follows a cast of singles as they step into a real-life romantic comedy full of cozy sweaters, fireside cuddles, and mistletoe kisses, all arranged to help these souls find love - just in time for the holidays.</p>	1.651110e+09	https://api.tvmaze.com/episodes/2005098
127	1969367	https://www.tvmaze.com/episodes/1969367/12-dates-of-christmas-1x08-bae-all-acquaintances-be-forgot	Bae All Acquaintances Be Forgot	1.0	8.0	regular	2020-12-10	nan	2020-12-10T17:00:00+00:00	NaN	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/289/723343.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/289/723343.jpg'}	<p>Chad, Faith, and Garrett leave their families behind and head to the ultimate romantic destination. As their fairytale journeys come to an end, they lay it all on the line for the 12th and final New Year's Eve date to determine the future of their relationships.</p>	45470	https://www.tvmaze.com/shows/45470/12-dates-of-christmas	12 Dates of Christmas	Reality	English	['Romance']	To Be Determined	NaN	43.0	2020-11-26	nan	https://play.hbomax.com/series/urn:hbo:series:GX6MzzwZycJYSwwEAAALF	44.0	nan	<p><b>12 Dates of Christmas</b> is a holiday-inspired dating series set in a stunning winter wonderland. The series follows a cast of singles as they step into a real-life romantic comedy full of cozy sweaters, fireside cuddles, and mistletoe kisses, all arranged to help these souls find love - just in time for the holidays.</p>	1.651110e+09	https://api.tvmaze.com/episodes/2005099
128	1982594	https://www.tvmaze.com/episodes/1982594/tooning-out-the-news-1x111-virtue-signal	"Virtue Signal"	1.0	111.0	regular	2020-12-10	nan	2020-12-10T17:00:00+00:00	7.0	None	<p>Virtue Signal breaks down Trump's rejected Supreme Court case and the rise of Newsmax with New York Times media columnist Ben Smith. Plus, Kylie Weaver shares her best journalism from the year and her thoughts on Giuliani's recovery. </p>	45812	https://www.tvmaze.com/shows/45812/tooning-out-the-news	Tooning Out the News	Animation	English	['Comedy']	Running	NaN	13.0	2020-04-07	nan	https://www.paramountplus.com/shows/tooning-out-the-news/	43.0	nan	<p><b>Tooning Out the News</b> will provide short daily segments leading up to a weekly full episodes featuring a cast of animated characters mocking news of the day, and interviewing real-world guests and newsmakers.</p>	1.636748e+09	https://api.tvmaze.com/episodes/2005100
129	1980778	https://www.tvmaze.com/episodes/1980778/tyler-perrys-ruthless-1x17-unnatural-acts	Unnatural Acts	1.0	17.0	regular	2020-12-10	nan	2020-12-10T17:00:00+00:00	49.0	{'medium': 'https://static.tvmaze.com/uploads/images/medium_landscape/292/731965.jpg', 'original': 'https://static.tvmaze.com/uploads/images/original_untouched/292/731965.jpg'}	<p>Zane is tied up and blindfolded while Dikahn is having sex with Ruth as she beats her. Tally turns on Joan and reveals her secret, which leads to Dikahn ordering Joan to the punishment trailer. Andrew plays the tape he recorded of Sarah and Malcolm having sex for Cynthia. Tally and Ruth meet us to discuss the revelation of Joan being the mole for which they've been searching.</p>	46668	https://www.tvmaze.com/shows/46668/tyler-perrys-ruthless	Tyler Perry's Ruthless	Scripted	English	['Drama']	Running	45.0	45.0	2020-03-19	nan	https://www.bet.plus/shows/tyler-perrys-ruthless	93.0	nan	<p>The riveting story of a woman named Ruth who kidnaps her young daughter to join her in the dark underworld of a fanatical religious cult. Based on a character introduced in <i>Tyler Perry's The Oval</i>.</p>	1.651981e+09	https://api.tvmaze.com/episodes/2005101
130	2008766	https://www.tvmaze.com/episodes/2008766/esme-roy-2x26-holiday-spirit	Holiday Spirit	2.0	26.0	regular	2020-12-10	nan	2020-12-10T17:00:00+00:00	10.0	None	nan	48041	https://www.tvmaze.com/shows/48041/esme-roy	Esme & Roy	Animation	English	['Adventure', 'Children', 'Fantasy']	To Be Determined	10.0	10.0	2018-08-18	nan	https://play.hbomax.com/page/urn:hbo:page:GXsglJQS-CIsfsAEAAABI:type:series	37.0	nan	<p>Esme and Roy are best friends — and the best monstersitters in Monsterdale! The animated series from the makers of <i>Sesame Street</i> will bring little viewers into a colorful world where even the littlest monsters can overcome big challenges together.</p>	1.612437e+09	https://api.tvmaze.com/episodes/2005102

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